id sid tid token lemma pos work_o632qjptwnb6pdz5sfk3z3jm6a 1 1 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 1 2 article article NN work_o632qjptwnb6pdz5sfk3z3jm6a 1 3 was be VBD work_o632qjptwnb6pdz5sfk3z3jm6a 1 4 published publish VBN work_o632qjptwnb6pdz5sfk3z3jm6a 1 5 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 1 6 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 1 7 Elsevier Elsevier NNP work_o632qjptwnb6pdz5sfk3z3jm6a 1 8 journal journal NN work_o632qjptwnb6pdz5sfk3z3jm6a 1 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 2 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 2 2 attached attach VBN work_o632qjptwnb6pdz5sfk3z3jm6a 2 3 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 2 5 furnished furnish VBN work_o632qjptwnb6pdz5sfk3z3jm6a 2 6 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 2 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 2 8 author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 9 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 2 10 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 2 11 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 2 12 commercial commercial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 2 13 research research NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 2 15 education education NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 16 use use NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 17 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 2 18 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 2 19 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 2 20 instruction instruction NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 21 at at IN work_o632qjptwnb6pdz5sfk3z3jm6a 2 22 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 2 23 author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 24 ’s ’s POS work_o632qjptwnb6pdz5sfk3z3jm6a 2 25 institution institution NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 2 27 sharing share VBG work_o632qjptwnb6pdz5sfk3z3jm6a 2 28 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 2 29 colleagues colleague NNS work_o632qjptwnb6pdz5sfk3z3jm6a 2 30 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 2 31 providing provide VBG work_o632qjptwnb6pdz5sfk3z3jm6a 2 32 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 2 33 institution institution VB work_o632qjptwnb6pdz5sfk3z3jm6a 2 34 administration administration NN work_o632qjptwnb6pdz5sfk3z3jm6a 2 35 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 3 1 Other other JJ work_o632qjptwnb6pdz5sfk3z3jm6a 3 2 uses use NNS work_o632qjptwnb6pdz5sfk3z3jm6a 3 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 3 4 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 3 5 reproduction reproduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 3 6 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 3 7 distribution distribution NN work_o632qjptwnb6pdz5sfk3z3jm6a 3 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 3 9 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 3 10 selling sell VBG work_o632qjptwnb6pdz5sfk3z3jm6a 3 11 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 3 12 licensing licensing NN work_o632qjptwnb6pdz5sfk3z3jm6a 3 13 copies copy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 3 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 3 15 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 3 16 posting post VBG work_o632qjptwnb6pdz5sfk3z3jm6a 3 17 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 3 18 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 3 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 3 20 institutional institutional JJ work_o632qjptwnb6pdz5sfk3z3jm6a 3 21 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 3 22 third third JJ work_o632qjptwnb6pdz5sfk3z3jm6a 3 23 party party NN work_o632qjptwnb6pdz5sfk3z3jm6a 3 24 websites website NNS work_o632qjptwnb6pdz5sfk3z3jm6a 3 25 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 3 26 prohibited prohibit VBN work_o632qjptwnb6pdz5sfk3z3jm6a 3 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 4 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 4 2 most most JJS work_o632qjptwnb6pdz5sfk3z3jm6a 4 3 cases case NNS work_o632qjptwnb6pdz5sfk3z3jm6a 4 4 authors author NNS work_o632qjptwnb6pdz5sfk3z3jm6a 4 5 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 4 6 permitted permit VBN work_o632qjptwnb6pdz5sfk3z3jm6a 4 7 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 4 8 post post VB work_o632qjptwnb6pdz5sfk3z3jm6a 4 9 their -PRON- PRP$ work_o632qjptwnb6pdz5sfk3z3jm6a 4 10 version version NN work_o632qjptwnb6pdz5sfk3z3jm6a 4 11 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 4 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 4 13 article article NN work_o632qjptwnb6pdz5sfk3z3jm6a 4 14 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 4 15 e.g. e.g. RB work_o632qjptwnb6pdz5sfk3z3jm6a 5 1 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 5 2 Word Word NNP work_o632qjptwnb6pdz5sfk3z3jm6a 5 3 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 5 4 Tex Tex NNP work_o632qjptwnb6pdz5sfk3z3jm6a 5 5 form form NN work_o632qjptwnb6pdz5sfk3z3jm6a 5 6 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 5 7 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 5 8 their -PRON- PRP$ work_o632qjptwnb6pdz5sfk3z3jm6a 5 9 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 5 10 website website NN work_o632qjptwnb6pdz5sfk3z3jm6a 5 11 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 5 12 institutional institutional JJ work_o632qjptwnb6pdz5sfk3z3jm6a 5 13 repository repository NN work_o632qjptwnb6pdz5sfk3z3jm6a 5 14 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 6 1 Authors author NNS work_o632qjptwnb6pdz5sfk3z3jm6a 6 2 requiring require VBG work_o632qjptwnb6pdz5sfk3z3jm6a 6 3 further further JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 4 information information NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 5 regarding regard VBG work_o632qjptwnb6pdz5sfk3z3jm6a 6 6 Elsevier Elsevier NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 7 ’s ’s POS work_o632qjptwnb6pdz5sfk3z3jm6a 6 8 archiving archiving NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 6 10 manuscript manuscript NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 11 policies policy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 6 12 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 6 13 encouraged encourage VBN work_o632qjptwnb6pdz5sfk3z3jm6a 6 14 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 6 15 visit visit VB work_o632qjptwnb6pdz5sfk3z3jm6a 6 16 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 6 17 http://www.elsevier.com/copyright http://www.elsevier.com/copyright ADD work_o632qjptwnb6pdz5sfk3z3jm6a 6 18 http://www.elsevier.com/copyright http://www.elsevier.com/copyright NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 19 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 20 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 6 21 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 22 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 23 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 24 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 25 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 26 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 6 27 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 28 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 29 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 30 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 31 Chia Chia NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 32 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 6 33 Hung Hung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 34 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 35 a a NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 36 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 37 b b NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 38 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 39 * * NFP work_o632qjptwnb6pdz5sfk3z3jm6a 6 40 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 41 Yi Yi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 42 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 6 43 Chun Chun NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 44 Du Du NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 45 b b NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 46 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 47 Tainsong Tainsong NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 48 Chen Chen NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 49 b b NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 50 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 6 51 Department Department NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 52 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 6 53 Electrical Electrical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 54 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 55 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 56 Kao Kao NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 57 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 6 58 Yuan Yuan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 59 University University NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 60 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 61 Kaohsiung Kaohsiung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 62 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 63 Taiwan Taiwan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 64 b b NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 65 Institute Institute NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 66 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 6 67 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 68 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 69 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 70 National National NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 71 Cheng Cheng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 72 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 6 73 Kung Kung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 74 University University NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 75 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 76 Tainan Tainan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 77 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 6 78 Taiwan Taiwan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 79 Abstract Abstract NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 80 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 6 81 paper paper NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 82 proposes propose VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 6 83 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 6 84 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 85 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 6 86 electrocardiogram electrocardiogram NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 87 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 6 88 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 89 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 6 90 heartbeat heartbeat VB work_o632qjptwnb6pdz5sfk3z3jm6a 6 91 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 92 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 6 93 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 94 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 6 95 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 6 96 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 97 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 6 98 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 6 99 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 6 100 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 6 101 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 7 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 7 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 3 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 7 4 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 5 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 7 6 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 7 7 divided divide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 7 8 into into IN work_o632qjptwnb6pdz5sfk3z3jm6a 7 9 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 7 10 sequence sequence NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 11 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 7 12 stages stage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 7 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 7 14 starting start VBG work_o632qjptwnb6pdz5sfk3z3jm6a 7 15 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 7 16 feature feature NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 17 extraction extraction NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 18 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 7 19 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 20 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 7 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 7 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 7 23 then then RB work_o632qjptwnb6pdz5sfk3z3jm6a 7 24 according accord VBG work_o632qjptwnb6pdz5sfk3z3jm6a 7 25 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 7 26 characteristic characteristic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 7 27 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 7 28 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 7 29 identify identify VB work_o632qjptwnb6pdz5sfk3z3jm6a 7 30 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 7 31 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 7 32 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 33 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 7 34 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 7 35 supraventricular supraventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 7 36 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 7 37 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 38 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 7 39 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 40 branch branch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 41 ectopic ectopic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 42 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 7 43 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 7 44 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 7 45 ventricular ventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 7 46 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 7 47 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 7 48 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 8 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 8 2 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 8 4 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 8 5 beats beat VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 8 6 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 8 7 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 8 8 two two CD work_o632qjptwnb6pdz5sfk3z3jm6a 8 9 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 8 10 subnetwork subnetwork NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 11 architecture architecture NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 8 13 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 8 14 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 8 15 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 8 16 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 8 17 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 8 18 enhance enhance VB work_o632qjptwnb6pdz5sfk3z3jm6a 8 19 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 8 20 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 8 21 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 8 22 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 8 23 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 8 25 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 8 26 probabilistic probabilistic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 8 27 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 8 28 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 29 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 8 30 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 8 31 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 8 32 performs perform VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 8 33 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 8 34 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 8 35 tasks task NNS work_o632qjptwnb6pdz5sfk3z3jm6a 8 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 9 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 9 2 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 9 3 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 9 5 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 9 6 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 9 7 application application NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 8 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 9 9 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 9 10 dynamic dynamic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 9 11 environment environment NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 9 13 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 9 14 add add VB work_o632qjptwnb6pdz5sfk3z3jm6a 9 15 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 9 16 in in NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 17 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 9 18 delete delete NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 19 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 9 20 off off RP work_o632qjptwnb6pdz5sfk3z3jm6a 9 21 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 9 22 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 9 23 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 9 24 target target NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 25 adjustment adjustment NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 9 27 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 28 tuning tuning NN work_o632qjptwnb6pdz5sfk3z3jm6a 9 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 10 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 10 2 experimental experimental JJ work_o632qjptwnb6pdz5sfk3z3jm6a 10 3 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 10 4 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 10 5 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 10 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 10 7 MIT MIT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 10 8 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 10 9 BIH BIH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 10 10 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 10 11 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 10 12 demonstrate demonstrate VBP work_o632qjptwnb6pdz5sfk3z3jm6a 10 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 10 14 efficiency efficiency NN work_o632qjptwnb6pdz5sfk3z3jm6a 10 15 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 10 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 10 17 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 10 18 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 10 19 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 10 20 invasive invasive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 10 21 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 10 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 11 1 Compared compare VBN work_o632qjptwnb6pdz5sfk3z3jm6a 11 2 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 11 3 conventional conventional JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 4 multi multi JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 5 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 6 layer layer JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 7 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 8 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 11 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 11 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 11 11 test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 12 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 11 13 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 11 14 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 11 15 accurate accurate JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 16 discrimination discrimination NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 17 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 11 18 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 19 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 11 21 good good JJ work_o632qjptwnb6pdz5sfk3z3jm6a 11 22 adaptability adaptability NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 11 24 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 11 25 faster fast JJR work_o632qjptwnb6pdz5sfk3z3jm6a 11 26 processing processing NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 27 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 28 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 11 29 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 11 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 12 1 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 12 2 2007 2007 CD work_o632qjptwnb6pdz5sfk3z3jm6a 12 3 Elsevier Elsevier NNP work_o632qjptwnb6pdz5sfk3z3jm6a 12 4 Ltd. Ltd. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 12 5 All all DT work_o632qjptwnb6pdz5sfk3z3jm6a 12 6 rights right NNS work_o632qjptwnb6pdz5sfk3z3jm6a 12 7 reserved reserve VBN work_o632qjptwnb6pdz5sfk3z3jm6a 12 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 13 1 Keywords keyword NNS work_o632qjptwnb6pdz5sfk3z3jm6a 13 2 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 13 3 Electrocardiogram Electrocardiogram NNP work_o632qjptwnb6pdz5sfk3z3jm6a 13 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 5 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 13 6 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 7 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 13 8 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 13 9 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 13 10 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 13 11 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 12 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 13 13 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 14 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 13 15 Cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 13 16 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 13 17 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 13 18 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 13 19 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 13 20 ; ; , work_o632qjptwnb6pdz5sfk3z3jm6a 13 21 Probabilistic probabilistic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 13 22 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 13 23 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 13 24 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 25 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 13 26 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 13 27 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 13 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 14 1 Introduction introduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 2 Bio Bio NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 3 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 14 4 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 14 5 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 14 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 14 7 surface surface NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 14 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 14 10 human human NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 11 reflect reflect VBP work_o632qjptwnb6pdz5sfk3z3jm6a 14 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 14 13 inter- inter- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 14 nal nal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 15 status status NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 14 17 electric electric JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 18 activity activity NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 20 thus thus RB work_o632qjptwnb6pdz5sfk3z3jm6a 14 21 providing provide VBG work_o632qjptwnb6pdz5sfk3z3jm6a 14 22 information information NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 23 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 14 24 internal internal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 25 organs organ NNS work_o632qjptwnb6pdz5sfk3z3jm6a 14 26 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 14 27 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 28 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 29 invasive invasive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 30 measurement measurement NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 31 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 14 32 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 14 33 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 35 echocardiogram echocardiogram NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 36 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 37 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 14 38 scintigraphy scintigraphy NN work_o632qjptwnb6pdz5sfk3z3jm6a 14 39 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 14 40 Chen Chen NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 41 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 42 Chen Chen NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 43 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 44 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 14 45 Tsai Tsai NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 46 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 47 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 14 48 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 14 49 Silipo Silipo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 50 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 14 51 Marchesi Marchesi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 14 52 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 14 53 1998 1998 CD work_o632qjptwnb6pdz5sfk3z3jm6a 14 54 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 14 55 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 15 1 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 15 2 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 15 3 commonly commonly RB work_o632qjptwnb6pdz5sfk3z3jm6a 15 4 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 15 5 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 15 6 collect collect VB work_o632qjptwnb6pdz5sfk3z3jm6a 15 7 large large JJ work_o632qjptwnb6pdz5sfk3z3jm6a 15 8 amounts amount NNS work_o632qjptwnb6pdz5sfk3z3jm6a 15 9 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 15 10 measurements measurement NNS work_o632qjptwnb6pdz5sfk3z3jm6a 15 11 that that WDT work_o632qjptwnb6pdz5sfk3z3jm6a 15 12 contain contain VBP work_o632qjptwnb6pdz5sfk3z3jm6a 15 13 particular particular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 15 14 information information NN work_o632qjptwnb6pdz5sfk3z3jm6a 15 15 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 15 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 15 17 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 15 18 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 16 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 16 2 typical typical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 16 3 diagnostic diagnostic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 16 4 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 16 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 16 6 off off IN work_o632qjptwnb6pdz5sfk3z3jm6a 16 7 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 16 8 line line NN work_o632qjptwnb6pdz5sfk3z3jm6a 16 9 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 16 10 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 16 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 16 12 recorded record VBN work_o632qjptwnb6pdz5sfk3z3jm6a 16 13 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 16 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 16 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 16 16 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 16 17 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 16 18 cardiogram cardiogram NN work_o632qjptwnb6pdz5sfk3z3jm6a 16 19 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 16 20 identify identify VB work_o632qjptwnb6pdz5sfk3z3jm6a 16 21 arrhythmic arrhythmic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 16 22 types type NNS work_o632qjptwnb6pdz5sfk3z3jm6a 16 23 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 16 24 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 16 25 patients patient NNS work_o632qjptwnb6pdz5sfk3z3jm6a 16 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 17 1 Designing design VBG work_o632qjptwnb6pdz5sfk3z3jm6a 17 2 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 3 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 4 invasive invasive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 5 tools tool NNS work_o632qjptwnb6pdz5sfk3z3jm6a 17 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 17 7 abnormal abnormal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 8 monitor- monitor- NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 9 ing ing NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 10 techniques technique NNS work_o632qjptwnb6pdz5sfk3z3jm6a 17 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 17 12 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 13 processing processing NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 17 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 17 16 classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 17 capa- capa- NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 18 bility bility NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 19 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 17 20 stationary stationary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 21 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 17 22 portable portable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 23 instruments instrument NNS work_o632qjptwnb6pdz5sfk3z3jm6a 17 24 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 17 25 become become VBN work_o632qjptwnb6pdz5sfk3z3jm6a 17 26 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 17 27 essential essential JJ work_o632qjptwnb6pdz5sfk3z3jm6a 17 28 task task NN work_o632qjptwnb6pdz5sfk3z3jm6a 17 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 18 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 18 2 addition addition NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 4 further further RB work_o632qjptwnb6pdz5sfk3z3jm6a 18 5 integrating integrate VBG work_o632qjptwnb6pdz5sfk3z3jm6a 18 6 several several JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 7 tech- tech- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 8 niques nique NNS work_o632qjptwnb6pdz5sfk3z3jm6a 18 9 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 10 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 18 11 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 18 12 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 14 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 15 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 18 17 discri- discri- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 18 mination mination NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 20 decision decision NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 21 support support NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 23 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 18 24 human human JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 25 computer computer NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 26 interface interface NN work_o632qjptwnb6pdz5sfk3z3jm6a 18 27 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 18 28 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 18 29 necessary necessary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 18 30 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 18 31 Dickhaus Dickhaus NNP work_o632qjptwnb6pdz5sfk3z3jm6a 18 32 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 18 33 Heinrich Heinrich NNP work_o632qjptwnb6pdz5sfk3z3jm6a 18 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 35 1996 1996 CD work_o632qjptwnb6pdz5sfk3z3jm6a 18 36 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 18 37 Qin Qin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 18 38 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 18 39 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 18 40 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 18 41 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 18 42 2003 2003 CD work_o632qjptwnb6pdz5sfk3z3jm6a 18 43 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 18 44 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 19 1 To to TO work_o632qjptwnb6pdz5sfk3z3jm6a 19 2 ensure ensure VB work_o632qjptwnb6pdz5sfk3z3jm6a 19 3 accurate accurate JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 4 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 19 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 19 7 algorithm algorithm NNP work_o632qjptwnb6pdz5sfk3z3jm6a 19 8 requires require VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 19 9 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 10 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 19 11 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 12 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 13 classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 19 15 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 16 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 17 invasive invasive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 19 19 high- high- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 20 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 21 computing computing NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 22 technique technique NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 19 24 reliable reliable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 25 solutions solution NNS work_o632qjptwnb6pdz5sfk3z3jm6a 19 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 19 27 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 19 28 simple simple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 29 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 19 30 diagnosing diagnose VBG work_o632qjptwnb6pdz5sfk3z3jm6a 19 31 disturbances disturbance NNS work_o632qjptwnb6pdz5sfk3z3jm6a 19 32 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 19 33 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 19 34 rhythm rhythm NN work_o632qjptwnb6pdz5sfk3z3jm6a 19 35 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 20 1 Diagnostic diagnostic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 20 2 approaches approach NNS work_o632qjptwnb6pdz5sfk3z3jm6a 20 3 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 20 4 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 20 5 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 20 6 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 20 7 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 20 8 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 20 9 frequency frequency JJ work_o632qjptwnb6pdz5sfk3z3jm6a 20 10 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 20 11 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 20 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 20 13 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 20 14 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 20 15 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 20 16 techniques technique NNS work_o632qjptwnb6pdz5sfk3z3jm6a 20 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 21 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 21 2 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 21 3 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 4 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 21 5 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 21 6 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 21 7 varies vary VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 21 8 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 21 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 21 10 origination origination NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 21 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 21 13 conduction conduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 14 path path NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 15 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 21 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 21 17 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 18 pulse pulse NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 19 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 21 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 21 21 heart- heart- NNS work_o632qjptwnb6pdz5sfk3z3jm6a 21 22 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 21 23 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 22 1 When when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 22 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 22 3 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 4 pulse pulse NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 5 does do VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 22 6 not not RB work_o632qjptwnb6pdz5sfk3z3jm6a 22 7 travel travel VB work_o632qjptwnb6pdz5sfk3z3jm6a 22 8 through through IN work_o632qjptwnb6pdz5sfk3z3jm6a 22 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 22 10 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 22 11 conduction conduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 12 path path NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 22 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 22 15 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 22 16 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 17 becomes become VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 22 18 wide wide JJ work_o632qjptwnb6pdz5sfk3z3jm6a 22 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 22 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 22 21 high high JJ work_o632qjptwnb6pdz5sfk3z3jm6a 22 22 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 22 23 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 22 24 components component NNS work_o632qjptwnb6pdz5sfk3z3jm6a 22 25 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 22 26 attenuated attenuate VBN work_o632qjptwnb6pdz5sfk3z3jm6a 22 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 23 1 Power Power NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 2 spec- spec- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 3 tra tra NN work_o632qjptwnb6pdz5sfk3z3jm6a 23 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 23 5 individual individual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 23 6 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 7 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 23 8 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 23 9 found find VBN work_o632qjptwnb6pdz5sfk3z3jm6a 23 10 at at IN work_o632qjptwnb6pdz5sfk3z3jm6a 23 11 frequencies frequency NNS work_o632qjptwnb6pdz5sfk3z3jm6a 23 12 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 23 13 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 23 14 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 23 16 20 20 CD work_o632qjptwnb6pdz5sfk3z3jm6a 23 17 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 18 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 23 19 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 23 21 Nakajima Nakajima NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 23 23 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 23 24 Toyoshima Toyoshima NNP work_o632qjptwnb6pdz5sfk3z3jm6a 23 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 23 26 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 23 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 23 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 24 1 With with IN work_o632qjptwnb6pdz5sfk3z3jm6a 24 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 24 3 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 4 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 24 5 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 6 technique technique NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 8 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 24 9 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 24 10 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 24 11 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 24 12 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 13 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 24 14 extracted extract VBN work_o632qjptwnb6pdz5sfk3z3jm6a 24 15 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 24 16 detect detect VB work_o632qjptwnb6pdz5sfk3z3jm6a 24 17 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 18 waveforms waveform NNS work_o632qjptwnb6pdz5sfk3z3jm6a 24 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 20 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 24 21 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 24 22 width width NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 24 height height NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 26 area area NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 27 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 24 28 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 24 29 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 31 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 24 32 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 24 33 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 24 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 24 35 etc etc FW work_o632qjptwnb6pdz5sfk3z3jm6a 24 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 25 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 25 2 Osowski Osowski NNP work_o632qjptwnb6pdz5sfk3z3jm6a 25 3 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 25 4 Linh Linh NNP work_o632qjptwnb6pdz5sfk3z3jm6a 25 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 25 6 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 25 7 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 25 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 26 1 Apply- Apply- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 26 2 ing e VBG work_o632qjptwnb6pdz5sfk3z3jm6a 26 3 these these DT work_o632qjptwnb6pdz5sfk3z3jm6a 26 4 particular particular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 26 5 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 26 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 26 7 artificial artificial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 26 8 intelligence intelligence NN work_o632qjptwnb6pdz5sfk3z3jm6a 26 9 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 26 10 AI AI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 26 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 26 12 approaches approach NNS work_o632qjptwnb6pdz5sfk3z3jm6a 26 13 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 26 14 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 26 15 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 26 16 perform perform VB work_o632qjptwnb6pdz5sfk3z3jm6a 26 17 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 26 18 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 26 19 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 26 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 27 1 Var- Var- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 27 2 ious ious JJ work_o632qjptwnb6pdz5sfk3z3jm6a 27 3 architectures architecture NNS work_o632qjptwnb6pdz5sfk3z3jm6a 27 4 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 27 5 artificial artificial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 27 6 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 27 7 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 27 8 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 27 9 ANN ANN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 27 10 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 27 11 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 27 12 0957 0957 CD work_o632qjptwnb6pdz5sfk3z3jm6a 27 13 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 27 14 4174/$ 4174/$ CD work_o632qjptwnb6pdz5sfk3z3jm6a 27 15 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 27 16 see see VB work_o632qjptwnb6pdz5sfk3z3jm6a 27 17 front front JJ work_o632qjptwnb6pdz5sfk3z3jm6a 27 18 matter matter NN work_o632qjptwnb6pdz5sfk3z3jm6a 27 19 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 27 20 2007 2007 CD work_o632qjptwnb6pdz5sfk3z3jm6a 27 21 Elsevier Elsevier NNP work_o632qjptwnb6pdz5sfk3z3jm6a 27 22 Ltd. Ltd. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 27 23 All all DT work_o632qjptwnb6pdz5sfk3z3jm6a 27 24 rights right NNS work_o632qjptwnb6pdz5sfk3z3jm6a 27 25 reserved reserve VBN work_o632qjptwnb6pdz5sfk3z3jm6a 27 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 28 1 doi:10.1016 doi:10.1016 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 28 2 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 28 3 j.eswa.2007.05.008 j.eswa.2007.05.008 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 28 4 * * NFP work_o632qjptwnb6pdz5sfk3z3jm6a 28 5 Corresponding Corresponding NNP work_o632qjptwnb6pdz5sfk3z3jm6a 28 6 author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 28 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 29 1 Address address NN work_o632qjptwnb6pdz5sfk3z3jm6a 29 2 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 29 3 Department Department NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 29 5 Electrical Electrical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 6 Engineer- Engineer- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 7 ing ing NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 29 9 Kao Kao NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 10 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 29 11 Yuan Yuan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 12 University University NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 29 14 Kaohsiung Kaohsiung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 29 16 Taiwan Taiwan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 29 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 30 1 Tel tel NN work_o632qjptwnb6pdz5sfk3z3jm6a 30 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 31 1 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 31 2 +886 +886 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 31 3 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 31 4 6077014 6077014 CD work_o632qjptwnb6pdz5sfk3z3jm6a 31 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 32 1 E e NN work_o632qjptwnb6pdz5sfk3z3jm6a 32 2 - - NN work_o632qjptwnb6pdz5sfk3z3jm6a 32 3 mail mail NN work_o632qjptwnb6pdz5sfk3z3jm6a 32 4 address address NN work_o632qjptwnb6pdz5sfk3z3jm6a 32 5 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 32 6 eechl53@educities.edu.tw eechl53@educities.edu.tw NNP work_o632qjptwnb6pdz5sfk3z3jm6a 32 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 32 8 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 32 9 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 32 10 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 32 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 33 1 www.elsevier.com/locate/eswa www.elsevier.com/locate/eswa ADD work_o632qjptwnb6pdz5sfk3z3jm6a 33 2 Available available JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 3 online online RB work_o632qjptwnb6pdz5sfk3z3jm6a 33 4 at at IN work_o632qjptwnb6pdz5sfk3z3jm6a 33 5 www.sciencedirect.com www.sciencedirect.com ADD work_o632qjptwnb6pdz5sfk3z3jm6a 33 6 Expert Expert NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 7 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 33 8 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 33 9 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 33 10 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 11 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 12 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 13 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 14 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 15 Expert Expert NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 16 Systems Systems NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 33 17 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 33 18 Applications Applications NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 19 Author Author NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 20 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 33 21 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 22 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 23 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 33 24 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 33 25 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 33 26 research research NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 28 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 29 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 33 30 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 31 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 32 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 33 33 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 34 Dick- Dick- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 35 haus haus NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 36 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 37 Heinrich Heinrich NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 38 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 39 1996 1996 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 40 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 41 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 42 back back NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 43 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 33 44 propagation propagation NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 45 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 33 46 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 47 Ach- ach- DT work_o632qjptwnb6pdz5sfk3z3jm6a 33 48 arya arya NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 49 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 50 Kumar Kumar NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 51 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 52 Bhat Bhat NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 53 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 54 Lim Lim NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 55 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 56 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 57 Lyengar Lyengar NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 58 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 59 2004 2004 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 60 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 33 61 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 62 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 63 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 64 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 65 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 66 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 67 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 33 68 Silipo Silipo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 69 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 70 Marchesi Marchesi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 71 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 72 1998 1998 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 73 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 74 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 75 Fuzzy fuzzy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 76 hybrid hybrid JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 77 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 33 78 net- net- NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 79 works work NNS work_o632qjptwnb6pdz5sfk3z3jm6a 33 80 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 81 Osowski Osowski NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 82 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 83 Linh Linh NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 84 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 85 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 86 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 33 87 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 88 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 89 Zhu Zhu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 90 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 91 Thakor Thakor NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 92 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 93 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 94 Xu Xu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 95 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 96 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 97 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 98 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 99 self self NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 100 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 33 101 organizing organize VBG work_o632qjptwnb6pdz5sfk3z3jm6a 33 102 map map NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 103 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 33 104 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 105 Hu Hu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 106 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 107 Palreddy Palreddy NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 108 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 109 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 33 110 Tompkins Tompkins NNP work_o632qjptwnb6pdz5sfk3z3jm6a 33 111 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 33 112 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 33 113 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 33 114 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 34 1 To to TO work_o632qjptwnb6pdz5sfk3z3jm6a 34 2 develop develop VB work_o632qjptwnb6pdz5sfk3z3jm6a 34 3 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 34 4 diagnostic diagnostic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 34 5 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 34 6 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 34 7 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 34 8 classifi- classifi- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 9 cation cation NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 34 11 signal signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 12 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 34 13 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 34 14 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 34 15 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 34 16 transform transform NN work_o632qjptwnb6pdz5sfk3z3jm6a 34 17 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 34 18 WT WT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 19 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 34 20 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 34 21 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 34 22 presented present VBN work_o632qjptwnb6pdz5sfk3z3jm6a 34 23 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 34 24 extract extract VB work_o632qjptwnb6pdz5sfk3z3jm6a 34 25 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 34 26 characteristics characteristic NNS work_o632qjptwnb6pdz5sfk3z3jm6a 34 27 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 34 28 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 29 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 34 30 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 34 31 Dickhaus Dickhaus NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 32 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 34 33 Heinrich Heinrich NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 34 35 1996 1996 CD work_o632qjptwnb6pdz5sfk3z3jm6a 34 36 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 34 37 Qin Qin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 38 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 34 39 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 40 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 34 41 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 34 42 2003 2003 CD work_o632qjptwnb6pdz5sfk3z3jm6a 34 43 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 34 44 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 35 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 35 2 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 3 coefficients coefficient NNS work_o632qjptwnb6pdz5sfk3z3jm6a 35 4 represent represent VBP work_o632qjptwnb6pdz5sfk3z3jm6a 35 5 measures measure NNS work_o632qjptwnb6pdz5sfk3z3jm6a 35 6 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 35 7 similarity similarity NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 35 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 35 10 local local JJ work_o632qjptwnb6pdz5sfk3z3jm6a 35 11 shape shape NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 35 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 35 14 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 15 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 35 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 35 17 mother mother NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 18 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 19 under under IN work_o632qjptwnb6pdz5sfk3z3jm6a 35 20 different different JJ work_o632qjptwnb6pdz5sfk3z3jm6a 35 21 dilation dilation NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 35 23 translation translation NN work_o632qjptwnb6pdz5sfk3z3jm6a 35 24 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 35 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 36 1 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 36 2 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 3 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 36 4 robust robust JJ work_o632qjptwnb6pdz5sfk3z3jm6a 36 5 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 36 6 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 7 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 36 8 varying vary VBG work_o632qjptwnb6pdz5sfk3z3jm6a 36 9 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 10 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 36 12 it -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 36 13 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 36 14 point point VB work_o632qjptwnb6pdz5sfk3z3jm6a 36 15 out out RP work_o632qjptwnb6pdz5sfk3z3jm6a 36 16 occurrence occurrence NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 17 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 36 19 but but CC work_o632qjptwnb6pdz5sfk3z3jm6a 36 20 it -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 36 21 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 36 22 not not RB work_o632qjptwnb6pdz5sfk3z3jm6a 36 23 capable capable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 36 24 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 36 25 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 36 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 37 1 With with IN work_o632qjptwnb6pdz5sfk3z3jm6a 37 2 multiresolution multiresolution NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 3 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 37 4 localization localization NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 37 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 37 7 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 37 8 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 37 9 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 37 10 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 37 11 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 37 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 37 13 2006 2006 CD work_o632qjptwnb6pdz5sfk3z3jm6a 37 14 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 37 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 37 16 pattern pattern VB work_o632qjptwnb6pdz5sfk3z3jm6a 37 17 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 18 capability capability NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 19 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 37 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 37 21 ANN ANN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 37 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 37 23 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 24 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 25 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 37 26 WN WN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 37 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 37 28 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 37 29 become become VBN work_o632qjptwnb6pdz5sfk3z3jm6a 37 30 important important JJ work_o632qjptwnb6pdz5sfk3z3jm6a 37 31 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 37 32 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 33 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 34 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 37 35 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 36 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 37 37 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 38 1 When when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 38 2 WN WN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 38 3 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 38 4 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 38 5 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 7 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 8 word word NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 38 10 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 11 example example NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 38 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 14 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 15 vari- vari- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 16 ations ation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 38 17 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 18 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 38 19 waveforms waveforms NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 38 20 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 38 21 different different JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 22 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 23 different different JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 24 patients patient NNS work_o632qjptwnb6pdz5sfk3z3jm6a 38 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 38 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 38 27 even even RB work_o632qjptwnb6pdz5sfk3z3jm6a 38 28 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 29 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 30 same same JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 31 patient patient NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 32 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 38 33 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 34 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 35 same same JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 36 type type NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 37 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 38 38 Osowski Osowski NNP work_o632qjptwnb6pdz5sfk3z3jm6a 38 39 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 38 40 Linh Linh NNP work_o632qjptwnb6pdz5sfk3z3jm6a 38 41 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 38 42 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 38 43 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 38 44 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 38 45 traditional traditional JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 46 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 38 47 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 38 48 become become VB work_o632qjptwnb6pdz5sfk3z3jm6a 38 49 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 50 bottleneck bottleneck NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 51 requiring require VBG work_o632qjptwnb6pdz5sfk3z3jm6a 38 52 retraining retrain VBG work_o632qjptwnb6pdz5sfk3z3jm6a 38 53 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 54 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 55 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 38 56 added add VBN work_o632qjptwnb6pdz5sfk3z3jm6a 38 57 into into IN work_o632qjptwnb6pdz5sfk3z3jm6a 38 58 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 38 59 current current JJ work_o632qjptwnb6pdz5sfk3z3jm6a 38 60 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 38 61 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 39 1 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 2 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 3 Specht Specht NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 4 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 39 5 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 6 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 8 1988 1988 CD work_o632qjptwnb6pdz5sfk3z3jm6a 39 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 10 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 39 11 general general JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 12 regression regression NN work_o632qjptwnb6pdz5sfk3z3jm6a 39 13 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 14 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 39 15 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 16 GRNN GRNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 17 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 18 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 19 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 20 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 39 21 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 23 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 39 24 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 39 25 Seng Seng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 26 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 39 27 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 28 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 39 29 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 30 2002 2002 CD work_o632qjptwnb6pdz5sfk3z3jm6a 39 31 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 39 32 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 39 33 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 39 34 presented present VBN work_o632qjptwnb6pdz5sfk3z3jm6a 39 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 36 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 39 37 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 39 38 recognized recognize VBN work_o632qjptwnb6pdz5sfk3z3jm6a 39 39 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 39 40 having have VBG work_o632qjptwnb6pdz5sfk3z3jm6a 39 41 expandable expandable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 42 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 39 43 reducible reducible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 44 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 39 45 structure structure NN work_o632qjptwnb6pdz5sfk3z3jm6a 39 46 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 47 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 48 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 39 49 speed speed NN work_o632qjptwnb6pdz5sfk3z3jm6a 39 50 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 39 51 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 39 52 promising promising JJ work_o632qjptwnb6pdz5sfk3z3jm6a 39 53 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 39 54 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 40 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 2 these these DT work_o632qjptwnb6pdz5sfk3z3jm6a 40 3 adaptation adaptation NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 4 methods method NNS work_o632qjptwnb6pdz5sfk3z3jm6a 40 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 40 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 40 7 choice choice NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 9 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 40 10 para- para- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 40 11 meter meter NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 12 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 40 13 significant significant JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 14 effects effect NNS work_o632qjptwnb6pdz5sfk3z3jm6a 40 15 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 40 17 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 18 outcome outcome NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 40 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 40 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 40 22 choice choice NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 23 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 24 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 25 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 40 26 usually usually RB work_o632qjptwnb6pdz5sfk3z3jm6a 40 27 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 40 28 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 29 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 40 30 overall overall JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 31 sta- sta- NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 32 tistical tistical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 33 calculation calculation NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 34 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 40 35 pre pre JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 36 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 37 collected collected JJ work_o632qjptwnb6pdz5sfk3z3jm6a 40 38 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 40 39 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 40 40 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 41 1 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 41 2 dynamic dynamic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 3 model model NN work_o632qjptwnb6pdz5sfk3z3jm6a 41 4 needs need VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 41 5 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 41 6 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 7 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 8 statistical statistical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 9 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 41 10 as as RB work_o632qjptwnb6pdz5sfk3z3jm6a 41 11 well well RB work_o632qjptwnb6pdz5sfk3z3jm6a 41 12 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 41 13 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 14 adjustment adjustment NN work_o632qjptwnb6pdz5sfk3z3jm6a 41 15 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 41 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 41 17 targets target NNS work_o632qjptwnb6pdz5sfk3z3jm6a 41 18 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 41 19 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 41 20 para- para- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 21 meters meter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 41 22 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 41 23 dynamic dynamic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 41 24 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 41 25 technique technique NN work_o632qjptwnb6pdz5sfk3z3jm6a 41 26 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 41 27 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 41 28 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 41 29 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 41 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 41 31 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 41 32 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 41 33 Seng Seng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 41 34 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 41 35 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 41 36 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 41 37 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 41 38 2002 2002 CD work_o632qjptwnb6pdz5sfk3z3jm6a 41 39 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 41 40 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 42 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 42 2 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 42 3 paper paper NN work_o632qjptwnb6pdz5sfk3z3jm6a 42 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 42 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 42 6 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 42 7 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 42 8 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 42 9 recognize recognize VB work_o632qjptwnb6pdz5sfk3z3jm6a 42 10 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 42 11 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 42 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 42 13 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 42 14 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 42 15 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 42 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 43 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 43 2 WN WN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 43 3 consists consist VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 43 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 43 5 two two CD work_o632qjptwnb6pdz5sfk3z3jm6a 43 6 subnetworks subnetwork NNS work_o632qjptwnb6pdz5sfk3z3jm6a 43 7 connected connect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 43 8 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 43 9 cascade cascade NN work_o632qjptwnb6pdz5sfk3z3jm6a 43 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 44 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 44 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 44 3 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 44 4 layer layer NN work_o632qjptwnb6pdz5sfk3z3jm6a 44 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 44 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 44 7 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 44 8 functions function NNS work_o632qjptwnb6pdz5sfk3z3jm6a 44 9 take take VBP work_o632qjptwnb6pdz5sfk3z3jm6a 44 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 44 11 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 44 12 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 44 13 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 44 14 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 44 15 responsible responsible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 44 16 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 44 17 extracting extract VBG work_o632qjptwnb6pdz5sfk3z3jm6a 44 18 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 44 19 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 44 20 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 44 21 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 44 22 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 44 23 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 45 1 Subsequently subsequently RB work_o632qjptwnb6pdz5sfk3z3jm6a 45 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 45 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 45 4 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 45 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 45 6 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 45 7 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 45 8 net- net- NN work_o632qjptwnb6pdz5sfk3z3jm6a 45 9 work work NN work_o632qjptwnb6pdz5sfk3z3jm6a 45 10 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 45 11 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 45 12 tuning tuning NN work_o632qjptwnb6pdz5sfk3z3jm6a 45 13 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 45 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 45 15 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 45 16 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 45 17 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 45 18 clas- clas- VB work_o632qjptwnb6pdz5sfk3z3jm6a 45 19 sify sify VB work_o632qjptwnb6pdz5sfk3z3jm6a 45 20 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 45 21 arrhythmias arrhythmias NNP work_o632qjptwnb6pdz5sfk3z3jm6a 45 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 46 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 46 2 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 46 3 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 46 4 computational computational JJ work_o632qjptwnb6pdz5sfk3z3jm6a 46 5 efficiency efficiency NN work_o632qjptwnb6pdz5sfk3z3jm6a 46 6 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 46 7 accurate accurate JJ work_o632qjptwnb6pdz5sfk3z3jm6a 46 8 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 46 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 47 1 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 47 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 48 1 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 48 2 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 48 3 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 48 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 48 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 48 6 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 48 7 2.1 2.1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 48 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 49 1 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 49 2 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 49 3 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 49 4 applications application NNS work_o632qjptwnb6pdz5sfk3z3jm6a 49 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 49 6 signal signal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 49 7 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 49 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 49 9 it -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 49 10 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 49 11 necessary necessary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 49 12 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 49 13 extract extract VB work_o632qjptwnb6pdz5sfk3z3jm6a 49 14 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 49 15 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 49 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 50 1 Fourier fouri JJR work_o632qjptwnb6pdz5sfk3z3jm6a 50 2 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 3 consists consist VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 50 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 50 5 break- break- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 50 6 ing e VBG work_o632qjptwnb6pdz5sfk3z3jm6a 50 7 up up RP work_o632qjptwnb6pdz5sfk3z3jm6a 50 8 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 50 9 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 10 into into IN work_o632qjptwnb6pdz5sfk3z3jm6a 50 11 sinusoidal sinusoidal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 50 12 waves wave NNS work_o632qjptwnb6pdz5sfk3z3jm6a 50 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 50 14 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 50 15 frequencies frequency NNS work_o632qjptwnb6pdz5sfk3z3jm6a 50 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 50 17 but but CC work_o632qjptwnb6pdz5sfk3z3jm6a 50 18 it -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 50 19 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 50 20 only only RB work_o632qjptwnb6pdz5sfk3z3jm6a 50 21 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 50 22 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 23 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 50 24 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 25 transform transform NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 50 27 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 50 28 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 50 29 no no DT work_o632qjptwnb6pdz5sfk3z3jm6a 50 30 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 31 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 50 32 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 33 localization localization NN work_o632qjptwnb6pdz5sfk3z3jm6a 50 34 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 50 35 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 51 1 Similarly similarly RB work_o632qjptwnb6pdz5sfk3z3jm6a 51 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 51 3 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 4 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 51 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 51 7 breaking break VBG work_o632qjptwnb6pdz5sfk3z3jm6a 51 8 up up RP work_o632qjptwnb6pdz5sfk3z3jm6a 51 9 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 51 10 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 51 11 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 12 into into IN work_o632qjptwnb6pdz5sfk3z3jm6a 51 13 dilations dilation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 51 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 51 15 translation translation NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 16 versions version NNS work_o632qjptwnb6pdz5sfk3z3jm6a 51 17 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 51 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 51 19 original original JJ work_o632qjptwnb6pdz5sfk3z3jm6a 51 20 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 51 22 referred refer VBD work_o632qjptwnb6pdz5sfk3z3jm6a 51 23 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 51 24 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 51 25 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 51 26 mother mother NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 27 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 51 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 52 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 52 2 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 52 3 must must MD work_o632qjptwnb6pdz5sfk3z3jm6a 52 4 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 52 5 oscillatory oscillatory JJ work_o632qjptwnb6pdz5sfk3z3jm6a 52 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 52 7 have have VB work_o632qjptwnb6pdz5sfk3z3jm6a 52 8 amplitudes amplitude NNS work_o632qjptwnb6pdz5sfk3z3jm6a 52 9 that that WDT work_o632qjptwnb6pdz5sfk3z3jm6a 52 10 quickly quickly RB work_o632qjptwnb6pdz5sfk3z3jm6a 52 11 decay decay VBP work_o632qjptwnb6pdz5sfk3z3jm6a 52 12 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 52 13 zero zero CD work_o632qjptwnb6pdz5sfk3z3jm6a 52 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 52 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 52 16 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 52 17 at at RB work_o632qjptwnb6pdz5sfk3z3jm6a 52 18 least least RBS work_o632qjptwnb6pdz5sfk3z3jm6a 52 19 one one CD work_o632qjptwnb6pdz5sfk3z3jm6a 52 20 vanishing vanish VBG work_o632qjptwnb6pdz5sfk3z3jm6a 52 21 moment moment NN work_o632qjptwnb6pdz5sfk3z3jm6a 52 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 53 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 2 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 3 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 6 modulated modulated JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 7 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 8 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 53 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 11 family family NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 12 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 13 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 14 built build VBN work_o632qjptwnb6pdz5sfk3z3jm6a 53 15 starting start VBG work_o632qjptwnb6pdz5sfk3z3jm6a 53 16 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 53 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 18 fol- fol- NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 19 lowing low VBG work_o632qjptwnb6pdz5sfk3z3jm6a 53 20 complex complex JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 21 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 22 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 23 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 53 24 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 25 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 53 26 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 53 28 2006 2006 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 53 30 wðxÞ¼ wðxþ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 31 ejx0 ejx0 NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 32 x x SYM work_o632qjptwnb6pdz5sfk3z3jm6a 53 33 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 34 e e NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 35 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 36 x2 x2 NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 37 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 38 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 39 � � NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 53 40 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 41 e e NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 42 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 43 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 44 2r 2r CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 45 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 53 46 r r NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 47 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 53 48 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 49 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 53 50 ð1Þ ð1Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 51 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 52 Fourier Fourier NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 53 transform transform NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 54 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 53 55 w(x w(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 56 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 53 57 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 58 ŵðxÞ¼ ŵðxÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 59 ffiffiffiffiffiffiffiffi ffiffiffiffiffiffiffiffi NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 60 2pr 2pr NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 61 p p NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 62 e e NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 63 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 64 ðx ðx NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 65 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 66 x0Þ x0Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 67 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 68 2r 2r CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 69 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 70 e e NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 71 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 72 x2 x2 NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 73 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 74 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 75 e e NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 76 � � NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 77 x2 x2 NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 78 2r 2r CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 79 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 80 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 81 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 53 82 ð2Þ ð2Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 83 Let let VB work_o632qjptwnb6pdz5sfk3z3jm6a 53 84 x x NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 85 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 53 86 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 87 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 53 88 then then RB work_o632qjptwnb6pdz5sfk3z3jm6a 53 89 ŵð0Þ¼0 ŵð0Þ¼0 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 90 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 53 91 that that RB work_o632qjptwnb6pdz5sfk3z3jm6a 53 92 is is RB work_o632qjptwnb6pdz5sfk3z3jm6a 53 93 R R NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 94 R R NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 95 wðxÞdx wðxþdx NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 96 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 97 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 53 98 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 53 99 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 53 100 rep- rep- VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 101 resents resent VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 102 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 103 collection collection NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 104 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 53 105 all all DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 106 measurable measurable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 107 functions function NNS work_o632qjptwnb6pdz5sfk3z3jm6a 53 108 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 53 109 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 110 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 53 111 space space NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 112 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 53 113 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 53 114 w(x w(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 53 115 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 53 116 satisfies satisfy VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 53 117 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 53 118 admissibility admissibility NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 119 condition condition NN work_o632qjptwnb6pdz5sfk3z3jm6a 53 120 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 54 1 When when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 54 2 x0 x0 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 3 P P NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 4 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 54 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 54 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 54 7 appropriate appropriate JJ work_o632qjptwnb6pdz5sfk3z3jm6a 54 8 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 9 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 54 10 becomes become VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 54 11 uðxÞ¼ uðxþ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 54 12 ejx0 ejx0 NN work_o632qjptwnb6pdz5sfk3z3jm6a 54 13 xe xe NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 14 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 15 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 16 2r 2r NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 17 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 18 ½cosðx0xÞþ ½cosðx0xÞþ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 19 j j NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 20 sinðx0xÞ sinðx0xÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 21 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 22 e e NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 23 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 24 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 25 2r 2r CD work_o632qjptwnb6pdz5sfk3z3jm6a 54 26 ¼ ¼ RB work_o632qjptwnb6pdz5sfk3z3jm6a 54 27 uRðxÞþ uRðxÞþ VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 54 28 juIðxÞ juiðxþ CD work_o632qjptwnb6pdz5sfk3z3jm6a 54 29 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 54 30 x0 x0 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 31 P P NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 32 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 54 33 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 54 34 r r NN work_o632qjptwnb6pdz5sfk3z3jm6a 54 35 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 54 36 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 54 37 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 54 38 ð3Þ ð3Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 39 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 54 40 uR(x ur(x JJ work_o632qjptwnb6pdz5sfk3z3jm6a 54 41 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 54 42 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 54 43 uI(x uI(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 54 44 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 54 45 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 54 46 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 54 47 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 54 48 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 54 49 imaginary imaginary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 54 50 part part NN work_o632qjptwnb6pdz5sfk3z3jm6a 54 51 respectively respectively RB work_o632qjptwnb6pdz5sfk3z3jm6a 54 52 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 55 1 Morlet morlet JJ work_o632qjptwnb6pdz5sfk3z3jm6a 55 2 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 55 3 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 55 4 modulated modulate VBN work_o632qjptwnb6pdz5sfk3z3jm6a 55 5 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 55 6 func- func- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 55 7 tion tion NN work_o632qjptwnb6pdz5sfk3z3jm6a 55 8 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 55 9 cosine cosine NN work_o632qjptwnb6pdz5sfk3z3jm6a 55 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 56 1 It -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 56 2 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 56 3 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 56 4 better well JJR work_o632qjptwnb6pdz5sfk3z3jm6a 56 5 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 56 6 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 56 7 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 56 8 localization localization NN work_o632qjptwnb6pdz5sfk3z3jm6a 56 9 feature feature NN work_o632qjptwnb6pdz5sfk3z3jm6a 56 10 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 56 11 smoothes smoothe NNS work_o632qjptwnb6pdz5sfk3z3jm6a 56 12 noise noise VBP work_o632qjptwnb6pdz5sfk3z3jm6a 56 13 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 56 14 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 57 1 When when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 57 2 u(x u(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 57 4 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 57 5 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 6 2(R 2(r NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 7 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 57 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 57 9 then then RB work_o632qjptwnb6pdz5sfk3z3jm6a 57 10 mother mother NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 11 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 12 becomes become VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 57 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 57 14 daughter daughter NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 15 wavelet wavelet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 16 ud ud NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 17 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 57 18 t(x t(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 19 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 57 20 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 57 21 dilation dilation NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 22 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 23 d d NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 24 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 57 25 translation translation NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 26 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 57 27 t t NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 28 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 57 29 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 57 30 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 57 31 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 58 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 58 2 4 4 LS work_o632qjptwnb6pdz5sfk3z3jm6a 58 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 58 4 ud;tðxÞ¼ ud;tðxþ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 5 uRd;t uRd;t NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 6 x x SYM work_o632qjptwnb6pdz5sfk3z3jm6a 58 7 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 8 t t NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 9 d d NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 10 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 11 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 12 þ þ DT work_o632qjptwnb6pdz5sfk3z3jm6a 58 13 juId;t juId;t NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 58 14 x x SYM work_o632qjptwnb6pdz5sfk3z3jm6a 58 15 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 16 t t NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 17 d d NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 18 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 19 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 20 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 58 21 d d NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 22 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 23 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 24 nf0 nf0 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 25 g g NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 26 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 58 27 t t NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 28 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 29 R R NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 30 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 58 31 uRd;tðxÞ¼ uRd;tðxÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 32 cos cos IN work_o632qjptwnb6pdz5sfk3z3jm6a 58 33 5ðx 5ðx NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 34 � � . work_o632qjptwnb6pdz5sfk3z3jm6a 58 35 tÞ tÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 36 d d NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 37 h h NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 38 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 39 e e NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 40 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 41 ðx ðx NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 42 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 43 tÞ tÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 44 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 45 2rd 2rd JJ work_o632qjptwnb6pdz5sfk3z3jm6a 58 46 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 47 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 58 48 uId;tðxÞ¼ uId;tðxÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 49 sin sin NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 50 5ðx 5ðx NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 51 � � . work_o632qjptwnb6pdz5sfk3z3jm6a 58 52 tÞ tÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 53 d d NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 54 h h NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 55 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 56 e e NN work_o632qjptwnb6pdz5sfk3z3jm6a 58 57 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 58 ðx ðx NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 59 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 60 tÞ tÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 61 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 62 2rd2 2rd2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 63 : : SYM work_o632qjptwnb6pdz5sfk3z3jm6a 58 64 8 8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 58 65 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 58 66 < < XX work_o632qjptwnb6pdz5sfk3z3jm6a 58 67 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 58 68 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 58 69 ð4Þ ð4Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 70 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 58 71 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 59 1 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 2 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 59 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 59 4 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 59 5 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 59 6 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 59 7 dilation dilation NN work_o632qjptwnb6pdz5sfk3z3jm6a 59 8 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 59 9 ðd ðd NNP work_o632qjptwnb6pdz5sfk3z3jm6a 59 10 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 59 11 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 12 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 59 13 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 14 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 59 15 3Þ 3þ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 59 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 59 17 translation translation NN work_o632qjptwnb6pdz5sfk3z3jm6a 59 18 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 59 19 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 59 20 t t NNP work_o632qjptwnb6pdz5sfk3z3jm6a 59 21 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 59 22 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 59 23 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 59 25 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 59 27 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 59 28 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 59 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 60 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 60 2 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 60 3 study study NN work_o632qjptwnb6pdz5sfk3z3jm6a 60 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 60 5 both both CC work_o632qjptwnb6pdz5sfk3z3jm6a 60 6 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 60 7 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 60 8 imaginary imaginary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 60 9 parts part NNS work_o632qjptwnb6pdz5sfk3z3jm6a 60 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 60 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 60 12 ud ud NNP work_o632qjptwnb6pdz5sfk3z3jm6a 60 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 60 14 t(x t(x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 60 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 60 16 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 60 17 use use VB work_o632qjptwnb6pdz5sfk3z3jm6a 60 18 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 60 19 extract extract VB work_o632qjptwnb6pdz5sfk3z3jm6a 60 20 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 60 21 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 60 22 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 60 23 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 60 24 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 60 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 61 1 Real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 2 part part NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 3 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 61 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 61 5 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 61 6 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 61 7 extract extract VB work_o632qjptwnb6pdz5sfk3z3jm6a 61 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 61 9 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 61 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 61 11 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 12 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 13 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 14 • • NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 61 17 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 18 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 19 disturbances disturbance NNS work_o632qjptwnb6pdz5sfk3z3jm6a 61 20 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 61 21 prema- prema- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 22 ture ture NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 23 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 24 contraction contraction NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 25 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 26 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 28 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 61 29 atrial atrial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 30 premature premature JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 31 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 32 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 33 A a NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 34 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 61 36 right right JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 37 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 61 38 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 39 block block NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 40 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 41 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 42 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 43 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 44 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 61 45 left leave VBD work_o632qjptwnb6pdz5sfk3z3jm6a 61 46 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 61 47 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 48 block block NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 49 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 50 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 51 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 52 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 53 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 61 54 paced pace VBN work_o632qjptwnb6pdz5sfk3z3jm6a 61 55 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 56 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 57 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 58 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 59 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 61 60 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 61 61 fusion fusion NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 62 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 61 63 paced paced JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 64 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 61 65 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 61 66 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 67 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 68 F f NN work_o632qjptwnb6pdz5sfk3z3jm6a 61 69 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 61 70 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 62 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 62 2 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 62 3 functions function NNS work_o632qjptwnb6pdz5sfk3z3jm6a 62 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 62 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 62 6 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 62 7 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 62 8 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 62 9 derived derive VBN work_o632qjptwnb6pdz5sfk3z3jm6a 62 10 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 62 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 62 12 mother mother NN work_o632qjptwnb6pdz5sfk3z3jm6a 62 13 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 62 14 udi udi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 62 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 62 16 ti(xi ti(xi JJ work_o632qjptwnb6pdz5sfk3z3jm6a 62 17 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 62 18 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 62 19 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 62 20 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 62 21 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 62 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 62 23 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 62 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 62 25 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 62 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 62 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 63 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 64 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 65 1 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 65 2 n n NNP work_o632qjptwnb6pdz5sfk3z3jm6a 65 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 65 4 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 65 5 n n PRP work_o632qjptwnb6pdz5sfk3z3jm6a 65 6 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 65 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 65 8 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 65 9 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 65 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 65 11 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 65 12 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 65 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 66 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 66 2 input input NN work_o632qjptwnb6pdz5sfk3z3jm6a 66 3 vector vector NN work_o632qjptwnb6pdz5sfk3z3jm6a 66 4 X x NN work_o632qjptwnb6pdz5sfk3z3jm6a 66 5 ¼ ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 66 6 ½x1 ½x1 VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 66 7 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 66 8 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 66 9 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 66 10 x3 x3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 66 11 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 66 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 67 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 68 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 69 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 69 2 xi xi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 69 3 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 69 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 70 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 71 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 72 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 72 2 xn xn NNP work_o632qjptwnb6pdz5sfk3z3jm6a 72 3 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 72 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 72 5 con- con- NN work_o632qjptwnb6pdz5sfk3z3jm6a 72 6 nected necte VBN work_o632qjptwnb6pdz5sfk3z3jm6a 72 7 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 72 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 72 9 WN WN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 72 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 72 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 72 12 inputs input NNS work_o632qjptwnb6pdz5sfk3z3jm6a 72 13 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 72 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 72 15 sample sample NN work_o632qjptwnb6pdz5sfk3z3jm6a 72 16 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 72 17 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 72 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 72 19 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 72 20 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 72 21 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 72 22 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 72 23 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 72 24 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 72 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 73 1 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 73 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 74 1 2.2 2.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 74 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 75 1 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 75 2 probabilistic probabilistic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 75 3 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 75 4 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 75 5 Wavelets Wavelets NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 75 6 hybrid hybrid JJ work_o632qjptwnb6pdz5sfk3z3jm6a 75 7 ANN ANN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 8 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 75 9 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 75 10 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 75 11 detect detect VB work_o632qjptwnb6pdz5sfk3z3jm6a 75 12 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 75 13 disturbances disturbance NNS work_o632qjptwnb6pdz5sfk3z3jm6a 75 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 75 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 75 16 WN WN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 17 combines combine VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 75 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 75 19 properties property NNS work_o632qjptwnb6pdz5sfk3z3jm6a 75 20 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 75 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 75 22 2602 2602 CD work_o632qjptwnb6pdz5sfk3z3jm6a 75 23 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 24 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 25 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 26 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 75 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 76 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 76 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 76 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 76 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 76 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 76 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 76 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 76 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 76 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 76 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 76 11 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 76 12 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 76 13 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 76 14 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 76 15 Morlet Morlet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 76 16 wavelets wavelet VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 76 17 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 76 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 76 19 advantages advantage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 76 20 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 76 21 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 76 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 77 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 77 2 second second JJ work_o632qjptwnb6pdz5sfk3z3jm6a 77 3 subnetwork subnetwork NN work_o632qjptwnb6pdz5sfk3z3jm6a 77 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 77 5 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 77 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 77 7 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 77 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 77 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 77 10 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 77 11 layer layer NN work_o632qjptwnb6pdz5sfk3z3jm6a 77 12 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 77 13 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 77 14 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 77 15 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 77 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 78 1 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 78 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 79 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 79 2 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 79 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 79 4 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 79 5 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 79 6 Hk Hk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 79 7 ðk ðk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 79 8 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 79 9 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 79 10 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 79 11 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 79 12 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 79 13 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 79 14 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 79 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 80 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 81 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 82 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 82 2 KÞ KÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 82 3 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 82 4 equal equal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 82 5 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 82 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 82 7 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 82 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 82 9 training train VBG work_o632qjptwnb6pdz5sfk3z3jm6a 82 10 exam- exam- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 82 11 ples ple NNS work_o632qjptwnb6pdz5sfk3z3jm6a 82 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 82 13 while while IN work_o632qjptwnb6pdz5sfk3z3jm6a 82 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 82 15 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 82 16 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 82 17 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 82 18 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 82 19 Sj Sj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 82 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 82 21 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 82 22 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 82 23 Oj Oj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 82 24 ðj ðj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 82 25 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 82 26 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 82 27 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 82 28 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 82 29 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 82 30 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 82 31 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 82 32 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 83 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 84 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 85 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 85 2 mÞ mÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 85 3 equals equal VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 85 4 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 85 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 85 6 types type NNS work_o632qjptwnb6pdz5sfk3z3jm6a 85 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 85 8 distur- distur- NN work_o632qjptwnb6pdz5sfk3z3jm6a 85 9 bances bance NNS work_o632qjptwnb6pdz5sfk3z3jm6a 85 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 86 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 86 2 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 86 3 wWHki wWHki . work_o632qjptwnb6pdz5sfk3z3jm6a 86 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 86 5 connecting connect VBG work_o632qjptwnb6pdz5sfk3z3jm6a 86 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 86 7 kth kth NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 8 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 86 9 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 10 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 86 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 86 12 ith ith NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 13 wavelet wavelet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 14 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 86 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 86 17 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 18 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 86 19 connecting connect VBG work_o632qjptwnb6pdz5sfk3z3jm6a 86 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 86 21 jth jth NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 22 sum- sum- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 23 mation mation NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 24 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 25 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 86 26 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 86 27 kth kth NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 28 hidden hidden NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 29 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 30 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 86 31 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 86 32 determined determine VBN work_o632qjptwnb6pdz5sfk3z3jm6a 86 33 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 86 34 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 86 35 input input NN work_o632qjptwnb6pdz5sfk3z3jm6a 86 36 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 86 37 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 86 38 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 86 39 pairs pair NNS work_o632qjptwnb6pdz5sfk3z3jm6a 86 40 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 87 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 87 2 final final JJ work_o632qjptwnb6pdz5sfk3z3jm6a 87 3 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 87 5 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 6 Oj oj NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 7 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 87 8 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 87 9 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 10 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 87 11 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 87 13 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 87 14 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 87 15 Seng Seng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 16 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 87 17 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 18 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 87 20 2002 2002 CD work_o632qjptwnb6pdz5sfk3z3jm6a 87 21 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 87 22 H H NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 23 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 24 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 25 exp exp NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 26 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 27 XK XK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 28 k¼1 k¼1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 29 ðuiðxiÞ ðuiðxiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 30 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 31 wWHki wwhki NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 32 Þ Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 33 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 87 34 2r2k 2r2k CD work_o632qjptwnb6pdz5sfk3z3jm6a 87 35 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 87 36 # # NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 37 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 87 38 ð5Þ ð5Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 39 OjðuÞ¼ OjðuÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 40 PK PK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 41 k¼1w k¼1w NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 42 HS HS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 43 jk jk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 44 H H NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 45 kPK kPK NNS work_o632qjptwnb6pdz5sfk3z3jm6a 87 46 k¼1H k¼1H NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 47 k k NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 48 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 49 sðuÞ sðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 50 hðuÞ hðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 51 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 87 52 ð6Þ ð6þ LS work_o632qjptwnb6pdz5sfk3z3jm6a 87 53 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 87 54 r1 r1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 55 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 56 r2 r2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 57 ¼ ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 58 � � , work_o632qjptwnb6pdz5sfk3z3jm6a 87 59 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 60 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 61 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 87 62 rk rk PRP$ work_o632qjptwnb6pdz5sfk3z3jm6a 87 63 ¼ ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 87 64 � � ADD work_o632qjptwnb6pdz5sfk3z3jm6a 87 65 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 66 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 67 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 87 68 rK rK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 87 69 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 88 1 However however RB work_o632qjptwnb6pdz5sfk3z3jm6a 88 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 88 3 there there EX work_o632qjptwnb6pdz5sfk3z3jm6a 88 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 88 5 no no DT work_o632qjptwnb6pdz5sfk3z3jm6a 88 6 means means NN work_o632qjptwnb6pdz5sfk3z3jm6a 88 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 88 8 generating generate VBG work_o632qjptwnb6pdz5sfk3z3jm6a 88 9 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 88 10 optimal optimal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 88 11 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 88 12 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 88 13 rk rk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 88 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 88 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 88 16 adjusting adjust VBG work_o632qjptwnb6pdz5sfk3z3jm6a 88 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 88 18 rk rk NN work_o632qjptwnb6pdz5sfk3z3jm6a 88 19 would would MD work_o632qjptwnb6pdz5sfk3z3jm6a 88 20 refine refine VB work_o632qjptwnb6pdz5sfk3z3jm6a 88 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 88 22 accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 88 23 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 88 24 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 88 25 dynamic dynamic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 88 26 environment environment NN work_o632qjptwnb6pdz5sfk3z3jm6a 88 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 89 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 89 2 optimal optimal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 89 3 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 4 rk rk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 89 6 in- in- RB work_o632qjptwnb6pdz5sfk3z3jm6a 89 7 tended tend VBN work_o632qjptwnb6pdz5sfk3z3jm6a 89 8 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 89 9 minimize minimize VB work_o632qjptwnb6pdz5sfk3z3jm6a 89 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 89 11 object object NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 12 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 89 14 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 89 15 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 89 16 defined define VBN work_o632qjptwnb6pdz5sfk3z3jm6a 89 17 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 89 18 squared square VBN work_o632qjptwnb6pdz5sfk3z3jm6a 89 19 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 20 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 21 ej ej NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 22 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 89 23 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 24 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 89 25 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 89 27 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 89 28 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 89 29 ejðu ejðu NNS work_o632qjptwnb6pdz5sfk3z3jm6a 89 30 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 89 31 TÞ¼ TÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 32 ½T ½t NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 33 j j NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 34 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 35 OjðuÞ OjðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 36 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 37 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 89 38 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 89 39 ð7Þ ð7þ LS work_o632qjptwnb6pdz5sfk3z3jm6a 89 40 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 89 41 Tj Tj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 42 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 89 43 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 89 44 desired desire VBN work_o632qjptwnb6pdz5sfk3z3jm6a 89 45 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 46 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 89 47 input input NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 48 vector vector NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 49 X x NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 50 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 89 51 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 89 52 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 89 53 implicit implicit JJ work_o632qjptwnb6pdz5sfk3z3jm6a 89 54 constraint constraint NN work_o632qjptwnb6pdz5sfk3z3jm6a 89 55 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 89 56 rk rk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 89 57 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 89 58 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 89 59 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 90 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 90 2 first first JJ work_o632qjptwnb6pdz5sfk3z3jm6a 90 3 partial partial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 90 4 derivatives derivative NNS work_o632qjptwnb6pdz5sfk3z3jm6a 90 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 90 6 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 90 7 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 90 8 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 90 9 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 90 10 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 90 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 91 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 91 2 8) 8) CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 3 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 4 oejðu oejðu NNS work_o632qjptwnb6pdz5sfk3z3jm6a 91 5 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 91 6 TÞ TÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 7 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 8 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 9 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 10 T t NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 11 j j NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 12 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 13 OjðuÞ OjðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 14 oOjðuÞ oOjðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 15 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 16 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 17 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 18 T t NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 19 j j NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 20 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 21 OjðuÞ OjðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 22 osðuÞ osðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 23 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 24 � � , work_o632qjptwnb6pdz5sfk3z3jm6a 91 25 OjðuÞ OjðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 26 ohðuÞork ohðuþork CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 27 hðuÞ hðuþ NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 28 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 91 29 # # JJR work_o632qjptwnb6pdz5sfk3z3jm6a 91 30 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 91 31 ð8Þ ð8Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 32 osðuÞ osðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 33 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 34 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 35 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 36 XK XK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 37 k¼1 k¼1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 38 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 39 H H NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 40 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 41 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 91 42 # # $ work_o632qjptwnb6pdz5sfk3z3jm6a 91 43 ðuiðxiÞ ðuiðxiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 44 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 45 wWHki wwhki NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 46 Þ Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 47 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 48 2r3k 2r3k CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 49 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 91 50 # # NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 51 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 91 52 ð9Þ ð9Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 53 ohðuÞ ohðuÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 54 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 55 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 56 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 57 XK XK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 58 k¼1 k¼1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 59 H h NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 60 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 61 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 91 62 # # $ work_o632qjptwnb6pdz5sfk3z3jm6a 91 63 ðuiðxiÞ ðuiðxiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 64 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 65 wWHki wwhki NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 66 Þ Þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 91 67 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 68 2r3k 2r3k CD work_o632qjptwnb6pdz5sfk3z3jm6a 91 69 " " '' work_o632qjptwnb6pdz5sfk3z3jm6a 91 70 # # NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 71 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 91 72 ð10Þ ð10þ ADD work_o632qjptwnb6pdz5sfk3z3jm6a 91 73 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 91 74 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 92 1 1 1 LS work_o632qjptwnb6pdz5sfk3z3jm6a 92 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 93 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 93 2 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 93 3 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 93 4 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 93 5 dilations dilation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 93 6 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 93 7 translations translation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 93 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 94 1 Wavelet Wavelet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 94 2 Nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 94 3 x x SYM work_o632qjptwnb6pdz5sfk3z3jm6a 94 4 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 94 5 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 94 6 x x SYM work_o632qjptwnb6pdz5sfk3z3jm6a 94 7 n-1 n-1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 94 8 x x NNP work_o632qjptwnb6pdz5sfk3z3jm6a 94 9 n n NNP work_o632qjptwnb6pdz5sfk3z3jm6a 94 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 95 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 96 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 97 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 98 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 99 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 100 1 x x IN work_o632qjptwnb6pdz5sfk3z3jm6a 100 2 i i PRP work_o632qjptwnb6pdz5sfk3z3jm6a 100 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 101 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 102 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 103 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 104 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 105 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 106 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 107 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 108 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 109 1 1ϕ 1ϕ NNS work_o632qjptwnb6pdz5sfk3z3jm6a 109 2 ϕ ϕ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 109 3 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 109 4 1nϕ 1nϕ NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 5 nϕ nϕ NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 6 H h NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 7 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 109 8 H h NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 9 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 10 H h NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 11 K k NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 12 S1 s1 NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 13 S s NN work_o632qjptwnb6pdz5sfk3z3jm6a 109 14 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 109 15 S S NNP work_o632qjptwnb6pdz5sfk3z3jm6a 109 16 m m NNP work_o632qjptwnb6pdz5sfk3z3jm6a 109 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 110 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 111 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 112 1 iϕ iϕ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 112 2 O1 O1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 112 3 O o NN work_o632qjptwnb6pdz5sfk3z3jm6a 112 4 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 112 5 O o NN work_o632qjptwnb6pdz5sfk3z3jm6a 112 6 m m NN work_o632qjptwnb6pdz5sfk3z3jm6a 112 7 kH kh NN work_o632qjptwnb6pdz5sfk3z3jm6a 112 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 113 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 114 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 115 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 116 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 117 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 118 1 weight=1Hidden weight=1Hidden NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 118 2 Nodes nodes IN work_o632qjptwnb6pdz5sfk3z3jm6a 118 3 Summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 118 4 Nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 118 5 Output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 118 6 Nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 118 7 Tune tune NN work_o632qjptwnb6pdz5sfk3z3jm6a 118 8 Smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 118 9 Parameters Parameters NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 118 10 Desired desire VBD work_o632qjptwnb6pdz5sfk3z3jm6a 118 11 Output Output NNP work_o632qjptwnb6pdz5sfk3z3jm6a 118 12 Error Error NNP work_o632qjptwnb6pdz5sfk3z3jm6a 118 13 Signal Signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 118 14 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 118 15 Signal Signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 118 16 ∑ ∑ . work_o632qjptwnb6pdz5sfk3z3jm6a 118 17 ∑ ∑ . work_o632qjptwnb6pdz5sfk3z3jm6a 118 18 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 118 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 119 1 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 119 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 120 1 Architecture architecture NN work_o632qjptwnb6pdz5sfk3z3jm6a 120 2 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 120 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 120 4 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 120 5 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 120 6 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 120 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 121 1 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 121 2 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 121 3 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 121 4 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 121 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 122 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 122 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 122 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 122 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 122 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 122 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 122 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 122 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 122 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 122 11 2603 2603 CD work_o632qjptwnb6pdz5sfk3z3jm6a 122 12 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 13 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 122 14 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 122 15 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 16 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 122 17 gradient gradient NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 18 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 19 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 122 20 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 122 21 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 122 22 update update VB work_o632qjptwnb6pdz5sfk3z3jm6a 122 23 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 24 rk rk VB work_o632qjptwnb6pdz5sfk3z3jm6a 122 25 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 122 26 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 27 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 122 28 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 122 29 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 122 30 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 122 31 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 122 32 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 123 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 123 2 11 11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 123 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 123 4 rkðp rkðp NNP work_o632qjptwnb6pdz5sfk3z3jm6a 123 5 þ þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 123 6 1Þ¼ 1þ¼ CD work_o632qjptwnb6pdz5sfk3z3jm6a 123 7 rkðpÞþ rkðpÞþ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 123 8 g g NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 9 oejðu oejðu NNS work_o632qjptwnb6pdz5sfk3z3jm6a 123 10 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 123 11 TÞ TÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 123 12 ork ork NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 13 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 123 14 ð11Þ ð11þ CD work_o632qjptwnb6pdz5sfk3z3jm6a 123 15 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 123 16 g g NNP work_o632qjptwnb6pdz5sfk3z3jm6a 123 17 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 123 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 123 19 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 20 rate rate NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 123 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 123 23 p p NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 24 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 123 25 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 123 26 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 27 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 123 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 124 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 124 2 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 124 3 study study NN work_o632qjptwnb6pdz5sfk3z3jm6a 124 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 124 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 124 6 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 124 7 algorithm algorithm NNP work_o632qjptwnb6pdz5sfk3z3jm6a 124 8 contains contain VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 124 9 two two CD work_o632qjptwnb6pdz5sfk3z3jm6a 124 10 stages stage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 124 11 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 124 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 124 13 learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 124 14 stage stage NN work_o632qjptwnb6pdz5sfk3z3jm6a 124 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 124 16 recalling recalling NN work_o632qjptwnb6pdz5sfk3z3jm6a 124 17 stage stage NN work_o632qjptwnb6pdz5sfk3z3jm6a 124 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 124 19 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 124 20 detailed detail VBN work_o632qjptwnb6pdz5sfk3z3jm6a 124 21 below below IN work_o632qjptwnb6pdz5sfk3z3jm6a 124 22 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 124 23 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 124 24 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 124 25 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 124 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 124 27 2006 2006 CD work_o632qjptwnb6pdz5sfk3z3jm6a 124 28 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 124 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 125 1 2.2.1 2.2.1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 125 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 126 1 Learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 126 2 stage stage NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 3 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 126 5 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 126 6 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 126 7 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 126 8 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 126 9 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 10 example example NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 11 XðkÞ¼ xðkþ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 126 12 ½x1ðkÞ ½x1ðkþ NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 13 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 126 14 x2ðkÞ x2ðkþ NN work_o632qjptwnb6pdz5sfk3z3jm6a 126 15 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 126 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 127 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 128 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 129 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 129 2 xiðkÞ xiðkþ XX work_o632qjptwnb6pdz5sfk3z3jm6a 129 3 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 129 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 130 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 131 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 132 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 132 2 xnðkÞ xnðkÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 132 3 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 132 4 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 132 5 k k NNP work_o632qjptwnb6pdz5sfk3z3jm6a 132 6 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 132 7 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 132 8 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 132 9 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 132 10 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 132 11 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 132 12 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 132 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 133 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 134 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 135 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 135 2 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 135 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 135 4 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 135 5 i i PRP work_o632qjptwnb6pdz5sfk3z3jm6a 135 6 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 135 7 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 135 8 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 135 9 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 135 10 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 135 11 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 135 12 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 135 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 136 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 137 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 138 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 2 n n LS work_o632qjptwnb6pdz5sfk3z3jm6a 138 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 138 4 create create VB work_o632qjptwnb6pdz5sfk3z3jm6a 138 5 weights weights IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 6 wWHki wWHki NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 7 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 8 wavelet wavelet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 9 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 10 ui ui NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 138 12 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 138 13 node node RB work_o632qjptwnb6pdz5sfk3z3jm6a 138 14 Hk Hk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 15 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 16 uiðkÞ¼ uiðkÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 17 cos cos NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 18 5ðxiðkÞ 5ðxiðkþ CD work_o632qjptwnb6pdz5sfk3z3jm6a 138 19 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 20 tiÞ tiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 21 d d NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 22 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 23 h h NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 24 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 25 e e VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 26 � � . work_o632qjptwnb6pdz5sfk3z3jm6a 138 27 ðxiðkÞ ðxiðkÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 28 � � NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 29 tiÞ tiÞ VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 30 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 138 31 2rd2 2rd2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 138 32 i i PRP work_o632qjptwnb6pdz5sfk3z3jm6a 138 33 xi xi NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 34 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 35 V V NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 36 ðiÞ ðiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 37 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 38 ti ti XX work_o632qjptwnb6pdz5sfk3z3jm6a 138 39 ¼ ¼ FW work_o632qjptwnb6pdz5sfk3z3jm6a 138 40 V V NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 41 norðiÞ norðiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 42 8 8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 138 43 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 138 44 < < XX work_o632qjptwnb6pdz5sfk3z3jm6a 138 45 > > XX work_o632qjptwnb6pdz5sfk3z3jm6a 138 46 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 138 47 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 48 ð12Þ ð12þ ADD work_o632qjptwnb6pdz5sfk3z3jm6a 138 49 wWHki wWHki NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 50 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 138 51 uiðkÞ uiðkÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 52 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 53 ð13Þ ð13þ ADD work_o632qjptwnb6pdz5sfk3z3jm6a 138 54 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 138 55 di di NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 56 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 57 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 58 dilation dilation NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 59 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 138 60 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 138 61 di di NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 62 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 138 63 Z Z NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 64 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 65 xi xi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 66 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 67 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 68 se- se- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 138 69 quence quence NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 70 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 71 samples sample NNS work_o632qjptwnb6pdz5sfk3z3jm6a 138 72 obtained obtain VBN work_o632qjptwnb6pdz5sfk3z3jm6a 138 73 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 74 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 75 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 76 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 77 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 78 unknown unknown JJ work_o632qjptwnb6pdz5sfk3z3jm6a 138 79 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 80 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 81 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 82 ti ti NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 83 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 84 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 85 translation translation NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 86 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 138 87 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 138 88 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 89 se- se- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 138 90 quence quence NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 91 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 92 samples sample NNS work_o632qjptwnb6pdz5sfk3z3jm6a 138 93 obtained obtain VBN work_o632qjptwnb6pdz5sfk3z3jm6a 138 94 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 95 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 96 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 97 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 98 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 99 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 138 100 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 138 101 Vnor Vnor NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 102 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 103 n n CC work_o632qjptwnb6pdz5sfk3z3jm6a 138 104 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 105 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 106 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 107 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 108 sampling sample VBG work_o632qjptwnb6pdz5sfk3z3jm6a 138 109 points point NNS work_o632qjptwnb6pdz5sfk3z3jm6a 138 110 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 138 111 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 138 112 WWH WWH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 113 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 138 114 [ [ -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 138 115 wWHki wwhki NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 116 ] ] -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 138 117 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 138 118 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 138 119 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 120 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 138 121 n n NNP work_o632qjptwnb6pdz5sfk3z3jm6a 138 122 matrix matrix NN work_o632qjptwnb6pdz5sfk3z3jm6a 138 123 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 139 1 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 139 2 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 139 3 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 139 4 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 139 5 Create create VB work_o632qjptwnb6pdz5sfk3z3jm6a 139 6 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 139 7 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 8 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 139 9 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 139 10 node node NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 11 Hk Hk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 139 13 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 139 14 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 139 15 Oj Oj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 16 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 139 17 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 18 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 19 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 139 20 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 139 21 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 22 ðj ðj NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 23 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 139 24 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 139 25 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 139 26 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 139 27 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 139 28 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 139 29 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 139 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 140 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 141 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 142 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 142 2 mÞ mÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 142 3 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 142 4 ð14Þ ð14Þ VBD work_o632qjptwnb6pdz5sfk3z3jm6a 142 5 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 142 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 142 7 values value NNS work_o632qjptwnb6pdz5sfk3z3jm6a 142 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 142 9 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 142 10 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 142 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 142 12 predicted predict VBN work_o632qjptwnb6pdz5sfk3z3jm6a 142 13 outputs output NNS work_o632qjptwnb6pdz5sfk3z3jm6a 142 14 asso- asso- IN work_o632qjptwnb6pdz5sfk3z3jm6a 142 15 ciated ciate VBN work_o632qjptwnb6pdz5sfk3z3jm6a 142 16 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 142 17 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 142 18 stored store VBN work_o632qjptwnb6pdz5sfk3z3jm6a 142 19 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 142 20 wWHki wwhki NN work_o632qjptwnb6pdz5sfk3z3jm6a 142 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 142 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 142 23 W w NN work_o632qjptwnb6pdz5sfk3z3jm6a 142 24 HS hs NN work_o632qjptwnb6pdz5sfk3z3jm6a 142 25 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 142 26 [ [ -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 142 27 wHSjk wHSjk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 142 28 ] ] -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 142 29 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 142 30 k k NN work_o632qjptwnb6pdz5sfk3z3jm6a 142 31 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 142 32 m m NNP work_o632qjptwnb6pdz5sfk3z3jm6a 142 33 matrix matrix NNP work_o632qjptwnb6pdz5sfk3z3jm6a 142 34 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 143 1 Connection connection NN work_o632qjptwnb6pdz5sfk3z3jm6a 143 2 weights weight VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 143 3 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 143 4 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 143 5 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 143 6 Hk Hk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 143 7 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 143 8 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 143 9 node node RB work_o632qjptwnb6pdz5sfk3z3jm6a 143 10 P p PRP work_o632qjptwnb6pdz5sfk3z3jm6a 143 11 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 143 12 set set VBN work_o632qjptwnb6pdz5sfk3z3jm6a 143 13 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 143 14 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 144 1 2.2.2 2.2.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 144 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 145 1 Recalling recall VBG work_o632qjptwnb6pdz5sfk3z3jm6a 145 2 stage stage NN work_o632qjptwnb6pdz5sfk3z3jm6a 145 3 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 145 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 145 5 1 1 LS work_o632qjptwnb6pdz5sfk3z3jm6a 145 6 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 145 7 Get get VB work_o632qjptwnb6pdz5sfk3z3jm6a 145 8 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 145 9 weights weights IN work_o632qjptwnb6pdz5sfk3z3jm6a 145 10 wWHki wwhki PRP work_o632qjptwnb6pdz5sfk3z3jm6a 145 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 145 12 w w NNP work_o632qjptwnb6pdz5sfk3z3jm6a 145 13 HS HS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 145 14 jk jk NN work_o632qjptwnb6pdz5sfk3z3jm6a 145 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 146 1 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 146 2 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 146 3 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 146 4 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 146 5 Apply apply VB work_o632qjptwnb6pdz5sfk3z3jm6a 146 6 test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 146 7 vector vector NN work_o632qjptwnb6pdz5sfk3z3jm6a 146 8 X x NN work_o632qjptwnb6pdz5sfk3z3jm6a 146 9 ¼ ¼ NN work_o632qjptwnb6pdz5sfk3z3jm6a 146 10 ½x1 ½x1 VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 146 11 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 146 12 x2 x2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 146 13 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 146 14 x3 x3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 146 15 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 146 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 147 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 148 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 149 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 149 2 xi xi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 149 3 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 149 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 150 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 151 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 152 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 152 2 xn xn NNP work_o632qjptwnb6pdz5sfk3z3jm6a 152 3 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 152 4 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 152 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 152 6 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 152 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 153 1 Compute compute VB work_o632qjptwnb6pdz5sfk3z3jm6a 153 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 153 3 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 153 5 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 6 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 7 ui ui IN work_o632qjptwnb6pdz5sfk3z3jm6a 153 8 uiðxiÞ¼ uiðxiÞ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 9 cos cos NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 10 5ðxi 5ðxi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 11 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 12 tiÞ tiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 13 d d NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 14 i i NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 15 � � . work_o632qjptwnb6pdz5sfk3z3jm6a 153 16 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 17 e e LS work_o632qjptwnb6pdz5sfk3z3jm6a 153 18 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 19 ðxi ðxi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 20 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 21 tiÞ tiÞ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 22 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 153 23 2rd2 2rd2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 153 24 i i PRP work_o632qjptwnb6pdz5sfk3z3jm6a 153 25 ð15Þ ð15þ CD work_o632qjptwnb6pdz5sfk3z3jm6a 153 26 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 27 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 153 28 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 153 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 153 30 Compute compute VB work_o632qjptwnb6pdz5sfk3z3jm6a 153 31 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 153 32 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 153 33 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 153 34 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 153 35 node node JJ work_o632qjptwnb6pdz5sfk3z3jm6a 153 36 Hk Hk NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 37 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 153 38 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 153 39 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 153 40 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 154 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 154 2 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 154 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 154 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 155 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 155 2 optimal optimal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 155 3 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 155 4 rk rk PRP work_o632qjptwnb6pdz5sfk3z3jm6a 155 5 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 155 6 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 155 7 obtained obtain VBN work_o632qjptwnb6pdz5sfk3z3jm6a 155 8 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 155 9 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 155 10 Eqs Eqs NNP work_o632qjptwnb6pdz5sfk3z3jm6a 155 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 156 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 156 2 8)–(11 8)–(11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 156 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 156 4 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 156 5 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 156 6 minimum minimum JJ work_o632qjptwnb6pdz5sfk3z3jm6a 156 7 misclassifi- misclassifi- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 156 8 cation cation NN work_o632qjptwnb6pdz5sfk3z3jm6a 156 9 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 156 10 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 156 11 Convergent Convergent NNP work_o632qjptwnb6pdz5sfk3z3jm6a 156 12 Condition Condition NNP work_o632qjptwnb6pdz5sfk3z3jm6a 156 13 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 156 14 Infinity Infinity NNP work_o632qjptwnb6pdz5sfk3z3jm6a 156 15 Norm Norm NNP work_o632qjptwnb6pdz5sfk3z3jm6a 156 16 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 156 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 157 1 Step step NN work_o632qjptwnb6pdz5sfk3z3jm6a 157 2 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 157 3 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 157 4 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 157 5 Compute compute VB work_o632qjptwnb6pdz5sfk3z3jm6a 157 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 157 7 outputs output NNS work_o632qjptwnb6pdz5sfk3z3jm6a 157 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 157 9 node node JJ work_o632qjptwnb6pdz5sfk3z3jm6a 157 10 Oj oj NN work_o632qjptwnb6pdz5sfk3z3jm6a 157 11 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 157 12 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 157 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 157 14 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 157 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 158 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 158 2 6 6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 158 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 158 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 159 1 3 3 LS work_o632qjptwnb6pdz5sfk3z3jm6a 159 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 160 1 Cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 160 2 arrhythmias arrhythmia VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 160 3 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 160 4 procedure procedure NN work_o632qjptwnb6pdz5sfk3z3jm6a 160 5 3.1 3.1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 160 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 161 1 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 161 2 characteristic characteristic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 3 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 161 4 feature feature NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 5 extraction extraction NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 6 An an DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 7 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 161 8 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 9 represents represent VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 161 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 11 changes change NNS work_o632qjptwnb6pdz5sfk3z3jm6a 161 12 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 13 electrical electrical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 14 potential potential NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 15 during during IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 17 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 18 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 19 recorded record VBN work_o632qjptwnb6pdz5sfk3z3jm6a 161 20 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 21 non non JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 22 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 23 inva- inva- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 24 sive sive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 25 electrodes electrode NNS work_o632qjptwnb6pdz5sfk3z3jm6a 161 26 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 27 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 28 limbs limb NNS work_o632qjptwnb6pdz5sfk3z3jm6a 161 29 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 161 30 chest chest NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 31 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 161 32 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 33 typical typical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 161 34 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 161 35 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 36 consists consist VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 161 37 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 161 38 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 161 39 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 40 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 161 41 wave wave NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 42 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 161 43 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 161 44 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 45 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 161 46 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 161 47 T t NN work_o632qjptwnb6pdz5sfk3z3jm6a 161 48 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 161 49 waves wave NNS work_o632qjptwnb6pdz5sfk3z3jm6a 161 50 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 162 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 162 2 P- p- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 162 3 wave wave NN work_o632qjptwnb6pdz5sfk3z3jm6a 162 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 162 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 162 6 result result NN work_o632qjptwnb6pdz5sfk3z3jm6a 162 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 162 8 slow slow RB work_o632qjptwnb6pdz5sfk3z3jm6a 162 9 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 162 10 moving move VBG work_o632qjptwnb6pdz5sfk3z3jm6a 162 11 depolarization depolarization NN work_o632qjptwnb6pdz5sfk3z3jm6a 162 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 162 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 162 14 atria atria NNP work_o632qjptwnb6pdz5sfk3z3jm6a 162 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 163 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 163 2 rapid rapid JJ work_o632qjptwnb6pdz5sfk3z3jm6a 163 3 depolarization depolarization NN work_o632qjptwnb6pdz5sfk3z3jm6a 163 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 163 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 163 6 ventricles ventricle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 163 7 results result VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 163 8 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 163 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 163 10 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 163 11 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 163 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 163 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 163 14 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 163 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 163 16 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 163 17 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 163 18 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 163 19 sharp sharp JJ work_o632qjptwnb6pdz5sfk3z3jm6a 163 20 wave wave NN work_o632qjptwnb6pdz5sfk3z3jm6a 163 21 about about RB work_o632qjptwnb6pdz5sfk3z3jm6a 163 22 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 163 23 mV mv NN work_o632qjptwnb6pdz5sfk3z3jm6a 163 24 amplitude amplitude NNP work_o632qjptwnb6pdz5sfk3z3jm6a 163 25 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 163 26 80–100 80–100 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 163 27 ms ms NNP work_o632qjptwnb6pdz5sfk3z3jm6a 163 28 duration duration NN work_o632qjptwnb6pdz5sfk3z3jm6a 163 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 164 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 164 2 plateau plateau NN work_o632qjptwnb6pdz5sfk3z3jm6a 164 3 part part NN work_o632qjptwnb6pdz5sfk3z3jm6a 164 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 164 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 164 6 action action NN work_o632qjptwnb6pdz5sfk3z3jm6a 164 7 potential potential NN work_o632qjptwnb6pdz5sfk3z3jm6a 164 8 after after IN work_o632qjptwnb6pdz5sfk3z3jm6a 164 9 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 164 10 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 164 11 called call VBN work_o632qjptwnb6pdz5sfk3z3jm6a 164 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 164 13 ST ST NNP work_o632qjptwnb6pdz5sfk3z3jm6a 164 14 segment segment NN work_o632qjptwnb6pdz5sfk3z3jm6a 164 15 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 164 16 Silipo Silipo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 164 17 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 164 18 Marchesi Marchesi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 164 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 164 20 1998 1998 CD work_o632qjptwnb6pdz5sfk3z3jm6a 164 21 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 164 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 165 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 165 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 165 3 waveform waveform NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 165 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 165 6 result result NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 165 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 165 9 potential potential JJ work_o632qjptwnb6pdz5sfk3z3jm6a 165 10 change change NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 11 that that WDT work_o632qjptwnb6pdz5sfk3z3jm6a 165 12 propagates propagate VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 165 13 within within IN work_o632qjptwnb6pdz5sfk3z3jm6a 165 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 165 15 heart heart NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 165 17 electrical electrical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 165 18 activity activity NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 19 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 165 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 165 21 causes cause VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 165 22 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 165 23 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 165 24 muscle muscle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 165 25 contrac- contrac- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 165 26 tion tion NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 165 28 even even RB work_o632qjptwnb6pdz5sfk3z3jm6a 165 29 varying vary VBG work_o632qjptwnb6pdz5sfk3z3jm6a 165 30 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 165 31 rhythm rhythm NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 32 origin origin NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 33 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 165 34 conduction conduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 35 path path NN work_o632qjptwnb6pdz5sfk3z3jm6a 165 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 166 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 166 2 example example NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 166 4 when when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 166 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 6 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 7 pulse pulse NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 8 originates originate VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 166 9 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 166 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 11 atrium atrium NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 166 13 travels travel VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 166 14 through through IN work_o632qjptwnb6pdz5sfk3z3jm6a 166 15 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 16 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 166 17 conduction conduction NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 18 path path NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 166 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 21 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 22 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 23 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 166 24 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 25 sharp sharp JJ work_o632qjptwnb6pdz5sfk3z3jm6a 166 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 166 27 narrow narrow JJ work_o632qjptwnb6pdz5sfk3z3jm6a 166 28 deflection deflection NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 29 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 166 30 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 166 31 else else RB work_o632qjptwnb6pdz5sfk3z3jm6a 166 32 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 166 33 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 34 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 166 35 becomes become VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 166 36 wide wide JJ work_o632qjptwnb6pdz5sfk3z3jm6a 166 37 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 166 38 distorted distorted JJ work_o632qjptwnb6pdz5sfk3z3jm6a 166 39 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 166 40 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 41 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 42 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 43 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 166 44 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 166 45 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 166 46 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 166 47 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 167 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 167 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 167 3 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 167 4 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 167 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 167 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 167 7 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 167 8 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 167 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 167 10 typ- typ- VB work_o632qjptwnb6pdz5sfk3z3jm6a 167 11 ical ical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 167 12 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 167 13 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 167 14 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 167 15 normalized normalized JJ work_o632qjptwnb6pdz5sfk3z3jm6a 167 16 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 167 17 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 167 18 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 167 19 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 167 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 168 1 3 3 LS work_o632qjptwnb6pdz5sfk3z3jm6a 168 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 169 1 Each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 169 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 169 3 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 169 4 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 169 5 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 169 6 morphological morphological JJ work_o632qjptwnb6pdz5sfk3z3jm6a 169 7 infor- infor- XX work_o632qjptwnb6pdz5sfk3z3jm6a 169 8 mation mation NN work_o632qjptwnb6pdz5sfk3z3jm6a 169 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 169 10 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 169 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 169 12 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 169 13 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 169 14 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 169 15 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 169 16 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 169 17 classify classify VB work_o632qjptwnb6pdz5sfk3z3jm6a 169 18 seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 169 19 categories category NNS work_o632qjptwnb6pdz5sfk3z3jm6a 169 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 170 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 170 2 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 170 3 complex complex NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 170 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 170 6 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 170 7 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 170 8 important important JJ work_o632qjptwnb6pdz5sfk3z3jm6a 170 9 information information NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 10 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 170 11 heart heart NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 12 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 170 13 rate rate NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 14 monitoring monitoring NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 170 16 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 170 17 diseases disease NNS work_o632qjptwnb6pdz5sfk3z3jm6a 170 18 diagnosis diagnosis NN work_o632qjptwnb6pdz5sfk3z3jm6a 170 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 171 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 171 2 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 3 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 171 4 waves wave NNS work_o632qjptwnb6pdz5sfk3z3jm6a 171 5 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 171 6 detected detect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 171 7 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 171 8 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 171 9 peak peak NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 10 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 11 algorithm algorithm NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 171 13 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 171 14 begins begin VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 171 15 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 171 16 scanning scan VBG work_o632qjptwnb6pdz5sfk3z3jm6a 171 17 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 171 18 local local JJ work_o632qjptwnb6pdz5sfk3z3jm6a 171 19 maxima maxima NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 20 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 171 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 171 22 absolute absolute JJ work_o632qjptwnb6pdz5sfk3z3jm6a 171 23 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 171 24 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 171 25 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 171 26 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 171 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 172 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 172 2 certain certain JJ work_o632qjptwnb6pdz5sfk3z3jm6a 172 3 window window NN work_o632qjptwnb6pdz5sfk3z3jm6a 172 4 duration duration NN work_o632qjptwnb6pdz5sfk3z3jm6a 172 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 172 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 172 7 searching searching NN work_o632qjptwnb6pdz5sfk3z3jm6a 172 8 continues continue VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 172 9 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 172 10 look look VB work_o632qjptwnb6pdz5sfk3z3jm6a 172 11 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 172 12 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 172 13 larger large JJR work_o632qjptwnb6pdz5sfk3z3jm6a 172 14 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 172 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 173 1 If if IN work_o632qjptwnb6pdz5sfk3z3jm6a 173 2 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 173 3 search search NN work_o632qjptwnb6pdz5sfk3z3jm6a 173 4 finishes finish VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 173 5 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 173 6 finding find VBG work_o632qjptwnb6pdz5sfk3z3jm6a 173 7 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 173 8 larger large JJR work_o632qjptwnb6pdz5sfk3z3jm6a 173 9 maximum maximum NN work_o632qjptwnb6pdz5sfk3z3jm6a 173 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 173 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 173 12 current current JJ work_o632qjptwnb6pdz5sfk3z3jm6a 173 13 maximum maximum NN work_o632qjptwnb6pdz5sfk3z3jm6a 173 14 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 173 15 assigned assign VBN work_o632qjptwnb6pdz5sfk3z3jm6a 173 16 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 173 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 173 18 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 173 19 peak peak NN work_o632qjptwnb6pdz5sfk3z3jm6a 173 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 173 21 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 173 22 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 173 23 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 173 24 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 173 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 173 26 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 173 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 173 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 174 1 Centered center VBN work_o632qjptwnb6pdz5sfk3z3jm6a 174 2 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 174 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 174 4 detected detect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 174 5 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 6 peak peak NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 174 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 174 9 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 174 10 complex complex JJ work_o632qjptwnb6pdz5sfk3z3jm6a 174 11 portion portion NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 12 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 174 13 extracted extract VBN work_o632qjptwnb6pdz5sfk3z3jm6a 174 14 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 174 15 applying apply VBG work_o632qjptwnb6pdz5sfk3z3jm6a 174 16 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 174 17 window window NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 18 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 174 19 280 280 CD work_o632qjptwnb6pdz5sfk3z3jm6a 174 20 ms m NNS work_o632qjptwnb6pdz5sfk3z3jm6a 174 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 174 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 174 23 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 24 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 174 25 wave wave NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 174 27 T t NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 28 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 174 29 wave wave NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 30 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 174 31 excluded exclude VBN work_o632qjptwnb6pdz5sfk3z3jm6a 174 32 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 174 33 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 174 34 window window NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 35 duration duration NN work_o632qjptwnb6pdz5sfk3z3jm6a 174 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 175 1 Based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 175 2 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 175 3 360 360 CD work_o632qjptwnb6pdz5sfk3z3jm6a 175 4 sampling sampling NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 5 rate rate NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 175 7 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 175 8 samples sample NNS work_o632qjptwnb6pdz5sfk3z3jm6a 175 9 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 175 10 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 175 11 acquired acquire VBN work_o632qjptwnb6pdz5sfk3z3jm6a 175 12 around around IN work_o632qjptwnb6pdz5sfk3z3jm6a 175 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 175 14 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 15 peak peak NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 175 17 Sampling sampling NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 18 point point NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 19 n n NN work_o632qjptwnb6pdz5sfk3z3jm6a 175 20 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 175 21 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 175 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 175 23 50 50 CD work_o632qjptwnb6pdz5sfk3z3jm6a 175 24 points point NNS work_o632qjptwnb6pdz5sfk3z3jm6a 175 25 before before IN work_o632qjptwnb6pdz5sfk3z3jm6a 175 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 175 27 50 50 CD work_o632qjptwnb6pdz5sfk3z3jm6a 175 28 points point NNS work_o632qjptwnb6pdz5sfk3z3jm6a 175 29 after after RB work_o632qjptwnb6pdz5sfk3z3jm6a 175 30 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 175 31 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 176 1 After after IN work_o632qjptwnb6pdz5sfk3z3jm6a 176 2 sampling sample VBG work_o632qjptwnb6pdz5sfk3z3jm6a 176 3 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 176 4 performing perform VBG work_o632qjptwnb6pdz5sfk3z3jm6a 176 5 analog analog NN work_o632qjptwnb6pdz5sfk3z3jm6a 176 6 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 176 7 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 176 8 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 176 9 digital digital JJ work_o632qjptwnb6pdz5sfk3z3jm6a 176 10 conversion conversion NN work_o632qjptwnb6pdz5sfk3z3jm6a 176 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 176 12 individual individual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 176 13 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 176 14 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 176 15 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 176 16 extracted extract VBN work_o632qjptwnb6pdz5sfk3z3jm6a 176 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 177 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 177 2 real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 177 3 part part NN work_o632qjptwnb6pdz5sfk3z3jm6a 177 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 177 5 wavelets wavelet VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 177 6 uRd uRd NNP work_o632qjptwnb6pdz5sfk3z3jm6a 177 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 8 t(xi t(xi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 177 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 177 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 11 d d NN work_o632qjptwnb6pdz5sfk3z3jm6a 177 12 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 177 13 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 177 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 15 i i PRP work_o632qjptwnb6pdz5sfk3z3jm6a 177 16 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 177 17 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 177 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 19 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 177 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 21 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 177 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 177 23 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 178 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 179 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 179 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 179 3 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 179 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 179 5 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 179 6 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 179 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 180 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 180 2 12 12 CD work_o632qjptwnb6pdz5sfk3z3jm6a 180 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 180 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 180 5 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 180 6 responsible responsible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 180 7 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 180 8 extract- extract- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 180 9 ing ing NN work_o632qjptwnb6pdz5sfk3z3jm6a 180 10 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 180 11 under under IN work_o632qjptwnb6pdz5sfk3z3jm6a 180 12 low low JJ work_o632qjptwnb6pdz5sfk3z3jm6a 180 13 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 180 14 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 180 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 180 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 180 17 these these DT work_o632qjptwnb6pdz5sfk3z3jm6a 180 18 fea- fea- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 180 19 tures ture NNS work_o632qjptwnb6pdz5sfk3z3jm6a 180 20 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 180 21 reconstructed reconstruct VBN work_o632qjptwnb6pdz5sfk3z3jm6a 180 22 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 180 23 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 180 24 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 180 25 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 180 26 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 180 27 form form VB work_o632qjptwnb6pdz5sfk3z3jm6a 180 28 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 180 29 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 180 30 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 180 31 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 180 32 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 180 33 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 180 34 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 180 35 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 180 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 181 1 4 4 LS work_o632qjptwnb6pdz5sfk3z3jm6a 181 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 182 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 182 2 example example NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 182 4 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 182 5 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 182 6 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 182 8 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 182 9 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 182 10 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 11 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 182 12 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 182 13 near near JJ work_o632qjptwnb6pdz5sfk3z3jm6a 182 14 rectangular rectangular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 182 15 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 182 16 impulse impulse NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 17 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 182 18 sequence sequence NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 19 graph graph NN work_o632qjptwnb6pdz5sfk3z3jm6a 182 20 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 182 21 amplitude amplitude NNP work_o632qjptwnb6pdz5sfk3z3jm6a 182 22 one one CD work_o632qjptwnb6pdz5sfk3z3jm6a 182 23 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 183 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 183 2 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 183 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 183 4 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 183 5 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 183 6 will will MD work_o632qjptwnb6pdz5sfk3z3jm6a 183 7 reveal reveal VB work_o632qjptwnb6pdz5sfk3z3jm6a 183 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 183 9 serious serious JJ work_o632qjptwnb6pdz5sfk3z3jm6a 183 10 dip dip NN work_o632qjptwnb6pdz5sfk3z3jm6a 183 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 183 12 bumpy bumpy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 183 13 shapes shape NNS work_o632qjptwnb6pdz5sfk3z3jm6a 183 14 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 183 15 abnormal abnormal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 183 16 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 183 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 184 1 Symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 184 2 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 184 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 184 4 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 184 5 same same JJ work_o632qjptwnb6pdz5sfk3z3jm6a 184 6 categories category NNS work_o632qjptwnb6pdz5sfk3z3jm6a 184 7 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 184 8 similar similar JJ work_o632qjptwnb6pdz5sfk3z3jm6a 184 9 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 184 10 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 184 11 multiform multiform NN work_o632qjptwnb6pdz5sfk3z3jm6a 184 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 185 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 185 2 amplitudes amplitude NNS work_o632qjptwnb6pdz5sfk3z3jm6a 185 3 having have VBG work_o632qjptwnb6pdz5sfk3z3jm6a 185 4 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 185 5 spe- spe- RB work_o632qjptwnb6pdz5sfk3z3jm6a 185 6 cific cific JJ work_o632qjptwnb6pdz5sfk3z3jm6a 185 7 dip dip NN work_o632qjptwnb6pdz5sfk3z3jm6a 185 8 range range NN work_o632qjptwnb6pdz5sfk3z3jm6a 185 9 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 185 10 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 185 11 observed observe VBN work_o632qjptwnb6pdz5sfk3z3jm6a 185 12 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 185 13 zero zero CD work_o632qjptwnb6pdz5sfk3z3jm6a 185 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 185 15 one one CD work_o632qjptwnb6pdz5sfk3z3jm6a 185 16 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 185 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 185 18 rectangular rectangular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 185 19 section section NN work_o632qjptwnb6pdz5sfk3z3jm6a 185 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 186 1 According accord VBG work_o632qjptwnb6pdz5sfk3z3jm6a 186 2 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 186 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 186 4 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 186 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 186 6 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 186 7 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 186 8 indicate indicate VBP work_o632qjptwnb6pdz5sfk3z3jm6a 186 9 different different JJ work_o632qjptwnb6pdz5sfk3z3jm6a 186 10 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 186 11 diseases disease NNS work_o632qjptwnb6pdz5sfk3z3jm6a 186 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 187 1 These these DT work_o632qjptwnb6pdz5sfk3z3jm6a 187 2 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 187 3 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 187 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 187 5 considered consider VBN work_o632qjptwnb6pdz5sfk3z3jm6a 187 6 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 187 7 training train VBG work_o632qjptwnb6pdz5sfk3z3jm6a 187 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 187 9 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 187 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 188 1 2604 2604 CD work_o632qjptwnb6pdz5sfk3z3jm6a 188 2 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 188 3 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 188 4 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 188 5 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 188 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 189 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 189 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 189 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 189 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 189 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 189 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 189 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 189 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 189 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 189 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 189 11 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 189 12 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 189 13 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 189 14 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 189 15 3.2 3.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 189 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 190 1 Training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 190 2 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 190 3 creation creation VBP work_o632qjptwnb6pdz5sfk3z3jm6a 190 4 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 5 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 190 6 study study NN work_o632qjptwnb6pdz5sfk3z3jm6a 190 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 190 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 190 9 dataset dataset NN work_o632qjptwnb6pdz5sfk3z3jm6a 190 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 11 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 12 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 190 13 typically typically RB work_o632qjptwnb6pdz5sfk3z3jm6a 190 14 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 15 seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 190 16 categories category NNS work_o632qjptwnb6pdz5sfk3z3jm6a 190 17 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 190 18 taken take VBN work_o632qjptwnb6pdz5sfk3z3jm6a 190 19 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 190 21 MIT MIT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 22 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 190 23 BIH BIH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 24 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 190 25 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 190 26 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 190 27 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 28 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 29 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 190 30 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 190 31 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 32 234 234 CD work_o632qjptwnb6pdz5sfk3z3jm6a 190 33 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 190 34 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 190 35 Goldberger Goldberger NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 36 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 37 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 38 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 190 39 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 190 40 2000 2000 CD work_o632qjptwnb6pdz5sfk3z3jm6a 190 41 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 190 42 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 191 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 191 2 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 191 3 contains contain VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 191 4 48 48 CD work_o632qjptwnb6pdz5sfk3z3jm6a 191 5 records record NNS work_o632qjptwnb6pdz5sfk3z3jm6a 191 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 191 7 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 191 8 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 191 9 record record NN work_o632qjptwnb6pdz5sfk3z3jm6a 191 10 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 191 11 slightly slightly RB work_o632qjptwnb6pdz5sfk3z3jm6a 191 12 over over IN work_o632qjptwnb6pdz5sfk3z3jm6a 191 13 30 30 CD work_o632qjptwnb6pdz5sfk3z3jm6a 191 14 min min NN work_o632qjptwnb6pdz5sfk3z3jm6a 191 15 long long RB work_o632qjptwnb6pdz5sfk3z3jm6a 191 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 192 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 192 2 most most JJS work_o632qjptwnb6pdz5sfk3z3jm6a 192 3 records record NNS work_o632qjptwnb6pdz5sfk3z3jm6a 192 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 192 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 192 6 upper upper JJ work_o632qjptwnb6pdz5sfk3z3jm6a 192 7 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 192 8 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 192 9 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 192 10 modified modify VBN work_o632qjptwnb6pdz5sfk3z3jm6a 192 11 limb limb NN work_o632qjptwnb6pdz5sfk3z3jm6a 192 12 lead lead NN work_o632qjptwnb6pdz5sfk3z3jm6a 192 13 II II NNP work_o632qjptwnb6pdz5sfk3z3jm6a 192 14 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 192 15 ML ML NNP work_o632qjptwnb6pdz5sfk3z3jm6a 192 16 II II NNP work_o632qjptwnb6pdz5sfk3z3jm6a 192 17 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 192 18 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 192 19 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 192 20 lower low JJR work_o632qjptwnb6pdz5sfk3z3jm6a 192 21 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 192 22 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 192 23 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 192 24 modified modified JJ work_o632qjptwnb6pdz5sfk3z3jm6a 192 25 lead lead NN work_o632qjptwnb6pdz5sfk3z3jm6a 192 26 V1 V1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 192 27 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 192 28 VI VI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 192 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 192 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 193 1 Seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 193 2 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 193 3 classes class NNS work_o632qjptwnb6pdz5sfk3z3jm6a 193 4 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 193 5 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 193 6 included include VBN work_o632qjptwnb6pdz5sfk3z3jm6a 193 7 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 193 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 193 9 investigations investigation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 193 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 11 involving involve VBG work_o632qjptwnb6pdz5sfk3z3jm6a 193 12 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 193 13 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 193 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 15 supraventricular supraventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 16 ectopic ectopic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 17 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 193 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 19 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 20 branch branch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 21 ectopic ectopic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 22 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 193 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 24 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 193 25 ventricular ventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 26 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 193 27 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 193 28 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 193 29 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 193 30 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 193 31 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 193 32 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 193 33 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 193 34 Chazal Chazal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 36 Dwyer Dwyer NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 37 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 38 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 193 39 Reilly Reilly NNP work_o632qjptwnb6pdz5sfk3z3jm6a 193 40 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 193 41 2004 2004 CD work_o632qjptwnb6pdz5sfk3z3jm6a 193 42 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 193 43 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 194 1 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 194 2 total total NN work_o632qjptwnb6pdz5sfk3z3jm6a 194 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 194 4 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 5 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 194 6 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 194 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 194 8 ML ML NNP work_o632qjptwnb6pdz5sfk3z3jm6a 194 9 II II NNP work_o632qjptwnb6pdz5sfk3z3jm6a 194 10 Signal Signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 194 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 194 12 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 194 13 selected select VBN work_o632qjptwnb6pdz5sfk3z3jm6a 194 14 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 194 15 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 194 16 numbers number NNS work_o632qjptwnb6pdz5sfk3z3jm6a 194 17 107 107 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 19 109 109 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 21 111 111 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 23 118 118 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 25 119 119 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 27 124 124 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 28 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 29 200 200 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 31 209 209 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 32 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 33 212 212 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 35 214 214 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 36 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 37 217 217 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 38 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 39 221 221 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 40 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 41 231 231 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 42 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 43 232 232 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 44 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 45 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 194 46 233 233 CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 47 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 194 48 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 194 49 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 194 50 templates template NNS work_o632qjptwnb6pdz5sfk3z3jm6a 194 51 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 194 52 seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 194 53 classes class NNS work_o632qjptwnb6pdz5sfk3z3jm6a 194 54 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 194 55 produced produce VBN work_o632qjptwnb6pdz5sfk3z3jm6a 194 56 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 194 57 Eqs Eqs NNP work_o632qjptwnb6pdz5sfk3z3jm6a 194 58 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 195 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 195 2 12 12 CD work_o632qjptwnb6pdz5sfk3z3jm6a 195 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 195 4 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 195 5 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 195 6 13 13 CD work_o632qjptwnb6pdz5sfk3z3jm6a 195 7 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 195 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 196 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 196 2 numbers number NNS work_o632qjptwnb6pdz5sfk3z3jm6a 196 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 196 4 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 196 5 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 196 6 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 196 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 196 8 same same JJ work_o632qjptwnb6pdz5sfk3z3jm6a 196 9 class class NN work_o632qjptwnb6pdz5sfk3z3jm6a 196 10 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 196 11 7- 7- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 13 11- 11- CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 15 2- 2- LS work_o632qjptwnb6pdz5sfk3z3jm6a 196 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 17 7- 7- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 19 8- 8- NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 196 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 21 6- 6- NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 196 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 23 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 196 24 2-set 2-set CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 25 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 196 26 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 196 27 Knor Knor NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 28 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 29 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 31 KV KV NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 32 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 33 11 11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 34 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 35 KA KA NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 36 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 37 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 38 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 39 KL KL NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 40 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 41 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 42 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 43 KR KR NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 44 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 45 8 8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 46 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 47 KP KP NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 48 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 49 6 6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 196 50 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 196 51 KF KF NNP work_o632qjptwnb6pdz5sfk3z3jm6a 196 52 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 196 53 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 196 54 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 196 55 respectively respectively RB work_o632qjptwnb6pdz5sfk3z3jm6a 196 56 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 197 1 Because because IN work_o632qjptwnb6pdz5sfk3z3jm6a 197 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 197 3 characteristics characteristic NNS work_o632qjptwnb6pdz5sfk3z3jm6a 197 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 197 5 enhanced enhance VBN work_o632qjptwnb6pdz5sfk3z3jm6a 197 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 197 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 197 8 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 197 9 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 197 10 training train VBG work_o632qjptwnb6pdz5sfk3z3jm6a 197 11 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 197 12 requirements requirement NNS work_o632qjptwnb6pdz5sfk3z3jm6a 197 13 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 197 14 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 197 15 reduced reduce VBN work_o632qjptwnb6pdz5sfk3z3jm6a 197 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 198 1 We -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 198 2 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 198 3 system- system- XX work_o632qjptwnb6pdz5sfk3z3jm6a 198 4 atically atically RB work_o632qjptwnb6pdz5sfk3z3jm6a 198 5 create create VB work_o632qjptwnb6pdz5sfk3z3jm6a 198 6 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 198 7 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 198 8 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 198 9 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 198 10 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 198 11 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 198 12 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 198 13 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 198 14 43-set 43-set CD work_o632qjptwnb6pdz5sfk3z3jm6a 198 15 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 198 16 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 198 17 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 198 18 k k NNP work_o632qjptwnb6pdz5sfk3z3jm6a 198 19 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 198 20 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 198 21 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 198 22 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 198 23 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 198 24 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 198 25 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 198 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 199 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 200 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 201 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 201 2 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 201 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 202 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 202 2 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 202 3 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 202 4 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 202 5 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 202 6 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 202 7 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 202 8 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 202 9 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 202 10 encoded encode VBN work_o632qjptwnb6pdz5sfk3z3jm6a 202 11 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 202 12 binary binary JJ work_o632qjptwnb6pdz5sfk3z3jm6a 202 13 values value NNS work_o632qjptwnb6pdz5sfk3z3jm6a 202 14 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 202 15 Eq Eq NNP work_o632qjptwnb6pdz5sfk3z3jm6a 202 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 203 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 203 2 14 14 CD work_o632qjptwnb6pdz5sfk3z3jm6a 203 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 203 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 203 5 signal signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 203 6 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 203 7 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 203 8 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 203 9 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 203 10 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 203 11 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 203 12 belonging belong VBG work_o632qjptwnb6pdz5sfk3z3jm6a 203 13 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 203 14 Class Class NNP work_o632qjptwnb6pdz5sfk3z3jm6a 203 15 j j NNP work_o632qjptwnb6pdz5sfk3z3jm6a 203 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 203 17 j j NNP work_o632qjptwnb6pdz5sfk3z3jm6a 203 18 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 203 19 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 203 20 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 203 21 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 203 22 ; ; SYM work_o632qjptwnb6pdz5sfk3z3jm6a 203 23 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 203 24 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 203 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 204 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 205 1 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 206 1 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 206 2 7 7 LS work_o632qjptwnb6pdz5sfk3z3jm6a 206 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 207 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 207 2 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 207 3 contains contain VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 207 4 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 207 5 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 207 6 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 207 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 207 8 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 207 9 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 207 10 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 207 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 207 12 eight eight CD work_o632qjptwnb6pdz5sfk3z3jm6a 207 13 summation summation NN work_o632qjptwnb6pdz5sfk3z3jm6a 207 14 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 207 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 207 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 207 17 seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 207 18 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 207 19 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 207 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 208 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 2 num- num- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 208 3 ber ber NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 5 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 6 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 208 7 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 208 8 equal equal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 208 9 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 11 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 14 sampling sampling NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 15 points point NNS work_o632qjptwnb6pdz5sfk3z3jm6a 208 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 18 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 19 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 20 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 208 21 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 208 22 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 208 23 equal equal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 208 24 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 25 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 26 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 27 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 28 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 29 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 208 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 31 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 208 32 each each DT work_o632qjptwnb6pdz5sfk3z3jm6a 208 33 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 34 represents represent VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 208 35 one one CD work_o632qjptwnb6pdz5sfk3z3jm6a 208 36 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 208 37 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 38 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 208 39 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 208 40 types type NNS work_o632qjptwnb6pdz5sfk3z3jm6a 208 41 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 42 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 43 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 44 defining define VBG work_o632qjptwnb6pdz5sfk3z3jm6a 208 45 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 46 vector vector NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 47 O o NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 48 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 208 49 [ [ -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 208 50 O1 o1 NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 51 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 52 O2 O2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 53 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 54 O3 O3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 55 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 56 O4 O4 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 57 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 58 O5 O5 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 59 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 60 O6 O6 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 61 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 62 O7 o7 NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 63 ] ] -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 208 64 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 208 65 [ [ -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 208 66 ONor ONor NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 67 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 68 OV OV NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 69 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 70 OA OA NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 71 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 72 OL OL NNP work_o632qjptwnb6pdz5sfk3z3jm6a 208 73 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 74 OR or CC work_o632qjptwnb6pdz5sfk3z3jm6a 208 75 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 76 OP op NN work_o632qjptwnb6pdz5sfk3z3jm6a 208 77 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 208 78 OF of IN work_o632qjptwnb6pdz5sfk3z3jm6a 208 79 ] ] -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 208 80 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 209 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 209 2 selection selection NN work_o632qjptwnb6pdz5sfk3z3jm6a 209 3 sort sort NN work_o632qjptwnb6pdz5sfk3z3jm6a 209 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 209 5 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 209 6 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 209 7 find find VB work_o632qjptwnb6pdz5sfk3z3jm6a 209 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 209 9 maximum maximum JJ work_o632qjptwnb6pdz5sfk3z3jm6a 209 10 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 209 11 that that WDT work_o632qjptwnb6pdz5sfk3z3jm6a 209 12 indicates indicate VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 209 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 209 14 arrhythmic arrhythmic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 209 15 type type NN work_o632qjptwnb6pdz5sfk3z3jm6a 209 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 210 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 210 2 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 210 3 values value NNS work_o632qjptwnb6pdz5sfk3z3jm6a 210 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 210 5 between between IN work_o632qjptwnb6pdz5sfk3z3jm6a 210 6 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 210 7 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 210 8 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 210 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 210 10 where where WRB work_o632qjptwnb6pdz5sfk3z3jm6a 210 11 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 210 12 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 210 13 close close JJ work_o632qjptwnb6pdz5sfk3z3jm6a 210 14 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 210 15 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 210 16 means mean NNS work_o632qjptwnb6pdz5sfk3z3jm6a 210 17 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 210 18 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 210 19 Nor- Nor- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 210 20 mal mal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 210 21 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 210 22 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 210 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 210 24 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 210 25 close close RB work_o632qjptwnb6pdz5sfk3z3jm6a 210 26 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 210 27 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 210 28 means mean NNS work_o632qjptwnb6pdz5sfk3z3jm6a 210 29 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 210 30 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 210 31 Abnormal Abnormal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 210 32 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 210 33 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 210 34 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 211 1 If if IN work_o632qjptwnb6pdz5sfk3z3jm6a 211 2 clinicians clinician NNS work_o632qjptwnb6pdz5sfk3z3jm6a 211 3 pro- pro- VBP work_o632qjptwnb6pdz5sfk3z3jm6a 211 4 vide vide VBP work_o632qjptwnb6pdz5sfk3z3jm6a 211 5 some some DT work_o632qjptwnb6pdz5sfk3z3jm6a 211 6 suggestion suggestion NN work_o632qjptwnb6pdz5sfk3z3jm6a 211 7 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 211 8 more more JJR work_o632qjptwnb6pdz5sfk3z3jm6a 211 9 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 211 10 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 211 11 generated generate VBN work_o632qjptwnb6pdz5sfk3z3jm6a 211 12 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 211 13 clinical clinical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 211 14 investigation investigation NN work_o632qjptwnb6pdz5sfk3z3jm6a 211 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 211 16 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 211 17 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 211 18 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 211 19 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 211 20 continually continually RB work_o632qjptwnb6pdz5sfk3z3jm6a 211 21 added add VBN work_o632qjptwnb6pdz5sfk3z3jm6a 211 22 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 211 23 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 211 24 current current JJ work_o632qjptwnb6pdz5sfk3z3jm6a 211 25 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 211 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 212 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 212 2 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 212 3 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 212 4 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 212 5 enhanced enhance VBN work_o632qjptwnb6pdz5sfk3z3jm6a 212 6 at at IN work_o632qjptwnb6pdz5sfk3z3jm6a 212 7 any any DT work_o632qjptwnb6pdz5sfk3z3jm6a 212 8 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 212 9 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 212 10 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 212 11 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 212 12 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 212 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 213 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 213 2 corre- corre- NN work_o632qjptwnb6pdz5sfk3z3jm6a 213 3 sponding sponde VBG work_o632qjptwnb6pdz5sfk3z3jm6a 213 4 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 213 5 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 213 6 will will MD work_o632qjptwnb6pdz5sfk3z3jm6a 213 7 continue continue VB work_o632qjptwnb6pdz5sfk3z3jm6a 213 8 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 213 9 grow grow VB work_o632qjptwnb6pdz5sfk3z3jm6a 213 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 213 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 213 12 will will MD work_o632qjptwnb6pdz5sfk3z3jm6a 213 13 update update VB work_o632qjptwnb6pdz5sfk3z3jm6a 213 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 213 15 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 213 16 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 213 17 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 213 18 re re NN work_o632qjptwnb6pdz5sfk3z3jm6a 213 19 - - NN work_o632qjptwnb6pdz5sfk3z3jm6a 213 20 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 213 21 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 213 22 corrupt corrupt JJ work_o632qjptwnb6pdz5sfk3z3jm6a 213 23 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 213 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 214 1 3 3 LS work_o632qjptwnb6pdz5sfk3z3jm6a 214 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 215 1 Typical typical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 215 2 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 215 3 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 215 4 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 215 5 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 215 6 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 215 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 215 8 Lead lead NN work_o632qjptwnb6pdz5sfk3z3jm6a 215 9 II ii CD work_o632qjptwnb6pdz5sfk3z3jm6a 215 10 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 215 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 215 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 216 1 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 216 2 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 216 3 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 216 4 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 216 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 217 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 217 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 217 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 217 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 217 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 217 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 217 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 217 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 217 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 217 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 217 11 2605 2605 CD work_o632qjptwnb6pdz5sfk3z3jm6a 217 12 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 217 13 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 217 14 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 217 15 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 217 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 217 17 previous previous JJ work_o632qjptwnb6pdz5sfk3z3jm6a 217 18 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 217 19 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 217 20 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 217 21 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 218 1 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 218 2 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 218 3 results result VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 218 4 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 218 5 very very RB work_o632qjptwnb6pdz5sfk3z3jm6a 218 6 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 218 7 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 218 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 218 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 218 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 218 11 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 218 12 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 218 13 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 218 14 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 218 15 data data NN work_o632qjptwnb6pdz5sfk3z3jm6a 218 16 changes change NNS work_o632qjptwnb6pdz5sfk3z3jm6a 218 17 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 218 18 tuning tune VBG work_o632qjptwnb6pdz5sfk3z3jm6a 218 19 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 218 20 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 218 21 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 219 1 4 4 LS work_o632qjptwnb6pdz5sfk3z3jm6a 219 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 220 1 Experiment experiment NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 2 result result VB work_o632qjptwnb6pdz5sfk3z3jm6a 220 3 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 220 4 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 220 5 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 6 algorithm algorithm NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 7 was be VBD work_o632qjptwnb6pdz5sfk3z3jm6a 220 8 developed develop VBN work_o632qjptwnb6pdz5sfk3z3jm6a 220 9 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 220 10 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 220 11 PC PC NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 12 Pentium Pentium NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 13 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 220 14 IV IV NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 15 2.4 2.4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 220 16 GHz GHz NNS work_o632qjptwnb6pdz5sfk3z3jm6a 220 17 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 220 18 480 480 CD work_o632qjptwnb6pdz5sfk3z3jm6a 220 19 MB mb NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 20 RAM ram NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 21 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 220 22 Matlab Matlab NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 23 workspace workspace NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 220 25 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 220 26 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 220 27 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 220 28 MIT MIT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 29 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 220 30 BIH BIH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 220 31 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 220 32 records record NNS work_o632qjptwnb6pdz5sfk3z3jm6a 220 33 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 221 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 221 2 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 221 4 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 221 5 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 221 6 model model NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 7 was be VBD work_o632qjptwnb6pdz5sfk3z3jm6a 221 8 tested test VBN work_o632qjptwnb6pdz5sfk3z3jm6a 221 9 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 221 10 learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 221 11 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 12 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 221 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 221 14 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 15 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 221 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 221 17 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 18 accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 221 19 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 221 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 221 21 untrained untrained JJ work_o632qjptwnb6pdz5sfk3z3jm6a 221 22 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 221 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 221 24 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 221 25 detailed detail VBN work_o632qjptwnb6pdz5sfk3z3jm6a 221 26 below below RB work_o632qjptwnb6pdz5sfk3z3jm6a 221 27 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 222 1 4.1 4.1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 222 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 223 1 Single single JJ work_o632qjptwnb6pdz5sfk3z3jm6a 223 2 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 223 3 arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 223 5 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 6 influence influence NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 7 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 223 8 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 223 9 measurement measurement NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 223 11 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 223 12 may may MD work_o632qjptwnb6pdz5sfk3z3jm6a 223 13 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 223 14 disturbed disturb VBN work_o632qjptwnb6pdz5sfk3z3jm6a 223 15 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 223 16 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 17 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 223 18 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 223 19 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 20 line line NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 21 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 22 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 223 23 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 223 24 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 223 25 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 223 26 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 223 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 223 28 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 223 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 223 30 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 223 31 quantification quantification NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 32 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 223 33 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 223 34 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 223 35 noises noise NNS work_o632qjptwnb6pdz5sfk3z3jm6a 223 36 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 223 37 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 224 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 224 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 224 3 signal signal NN work_o632qjptwnb6pdz5sfk3z3jm6a 224 4 sometimes sometimes RB work_o632qjptwnb6pdz5sfk3z3jm6a 224 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 224 6 disturbed disturb VBN work_o632qjptwnb6pdz5sfk3z3jm6a 224 7 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 224 8 50 50 CD work_o632qjptwnb6pdz5sfk3z3jm6a 224 9 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 224 10 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 224 11 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 224 12 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 224 13 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 224 14 whose whose WP$ work_o632qjptwnb6pdz5sfk3z3jm6a 224 15 amplitude amplitude NN work_o632qjptwnb6pdz5sfk3z3jm6a 224 16 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 224 17 approximately approximately RB work_o632qjptwnb6pdz5sfk3z3jm6a 224 18 5–6 5–6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 224 19 times time NNS work_o632qjptwnb6pdz5sfk3z3jm6a 224 20 less less JJR work_o632qjptwnb6pdz5sfk3z3jm6a 224 21 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 224 22 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 224 23 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 224 24 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 224 25 peak peak NN work_o632qjptwnb6pdz5sfk3z3jm6a 224 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 224 27 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 224 28 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 224 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 225 1 5a 5a NNP work_o632qjptwnb6pdz5sfk3z3jm6a 225 2 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 225 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 225 4 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 225 5 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 225 6 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 225 7 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 225 8 heart- heart- NNS work_o632qjptwnb6pdz5sfk3z3jm6a 225 9 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 225 10 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 225 11 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 225 12 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 225 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 225 14 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 225 15 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 225 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 225 17 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 225 18 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 225 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 226 1 5b 5b NN work_o632qjptwnb6pdz5sfk3z3jm6a 226 2 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 226 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 226 4 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 226 5 signals signal VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 226 6 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 226 7 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 226 8 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 226 9 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 226 10 influences influence VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 226 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 227 1 Using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 227 2 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 3 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 4 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 227 5 about about RB work_o632qjptwnb6pdz5sfk3z3jm6a 227 6 1.5 1.5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 7 min min NN work_o632qjptwnb6pdz5sfk3z3jm6a 227 8 long long RB work_o632qjptwnb6pdz5sfk3z3jm6a 227 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 227 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 227 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 227 12 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 227 13 numbers number NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 14 119 119 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 16 200 200 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 17 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 18 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 227 19 212 212 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 227 21 Goldberger Goldberger NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 22 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 23 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 24 . . NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 26 2000 2000 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 227 28 containing contain VBG work_o632qjptwnb6pdz5sfk3z3jm6a 227 29 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 227 30 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 31 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 32 pat- pat- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 227 33 tern tern NN work_o632qjptwnb6pdz5sfk3z3jm6a 227 34 Vs Vs NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 36 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 227 37 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 227 38 Rs r NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 39 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 40 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 227 41 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 42 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 227 43 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 227 44 high high JJ work_o632qjptwnb6pdz5sfk3z3jm6a 227 45 accura- accura- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 227 46 cies cie NNS work_o632qjptwnb6pdz5sfk3z3jm6a 227 47 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 227 48 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 227 49 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 227 50 algorithm algorithm NN work_o632qjptwnb6pdz5sfk3z3jm6a 227 51 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 227 52 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 227 53 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 227 54 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 227 55 Table Table NNP work_o632qjptwnb6pdz5sfk3z3jm6a 227 56 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 227 57 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 228 1 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 228 2 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 228 3 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 228 4 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 228 5 test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 228 6 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 228 7 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 228 8 any any DT work_o632qjptwnb6pdz5sfk3z3jm6a 228 9 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 228 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 228 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 228 12 Test Test NNP work_o632qjptwnb6pdz5sfk3z3jm6a 228 13 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 228 14 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 228 15 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 228 16 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 228 17 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 228 18 presenting present VBG work_o632qjptwnb6pdz5sfk3z3jm6a 228 19 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 228 20 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 228 21 involving involve VBG work_o632qjptwnb6pdz5sfk3z3jm6a 228 22 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 228 23 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 228 24 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 228 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 229 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 229 2 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 229 3 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 229 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 229 5 robust robust JJ work_o632qjptwnb6pdz5sfk3z3jm6a 229 6 enough enough RB work_o632qjptwnb6pdz5sfk3z3jm6a 229 7 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 229 8 han- han- VB work_o632qjptwnb6pdz5sfk3z3jm6a 229 9 dle dle VB work_o632qjptwnb6pdz5sfk3z3jm6a 229 10 noisy noisy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 229 11 environments environment NNS work_o632qjptwnb6pdz5sfk3z3jm6a 229 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 230 1 Overall overall JJ work_o632qjptwnb6pdz5sfk3z3jm6a 230 2 accuracies accuracy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 230 3 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 230 4 greater great JJR work_o632qjptwnb6pdz5sfk3z3jm6a 230 5 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 230 6 90 90 CD work_o632qjptwnb6pdz5sfk3z3jm6a 230 7 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 230 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 231 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 231 2 positive positive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 231 3 predictivity predictivity NN work_o632qjptwnb6pdz5sfk3z3jm6a 231 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 231 5 more more JJR work_o632qjptwnb6pdz5sfk3z3jm6a 231 6 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 231 7 80 80 CD work_o632qjptwnb6pdz5sfk3z3jm6a 231 8 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 231 9 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 231 10 obtained obtain VBN work_o632qjptwnb6pdz5sfk3z3jm6a 231 11 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 231 12 quantify quantify VB work_o632qjptwnb6pdz5sfk3z3jm6a 231 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 231 14 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 231 15 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 231 16 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 231 17 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 231 18 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 231 19 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 231 20 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 231 21 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 231 22 noisy noisy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 231 23 background background NN work_o632qjptwnb6pdz5sfk3z3jm6a 231 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 232 1 It -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 232 2 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 232 3 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 232 4 seen see VBN work_o632qjptwnb6pdz5sfk3z3jm6a 232 5 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 232 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 232 7 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 232 8 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 232 9 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 232 10 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 232 11 still still RB work_o632qjptwnb6pdz5sfk3z3jm6a 232 12 strong strong JJ work_o632qjptwnb6pdz5sfk3z3jm6a 232 13 enough enough RB work_o632qjptwnb6pdz5sfk3z3jm6a 232 14 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 232 15 recognize recognize VB work_o632qjptwnb6pdz5sfk3z3jm6a 232 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 232 17 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 232 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 232 19 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 232 20 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 232 21 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 232 22 not not RB work_o632qjptwnb6pdz5sfk3z3jm6a 232 23 corrupted corrupt VBN work_o632qjptwnb6pdz5sfk3z3jm6a 232 24 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 232 25 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 232 26 influences influence NNS work_o632qjptwnb6pdz5sfk3z3jm6a 232 27 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 232 28 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 232 29 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 232 30 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 232 31 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 233 1 6 6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 233 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 234 1 When when WRB work_o632qjptwnb6pdz5sfk3z3jm6a 234 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 234 3 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 234 4 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 234 5 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 234 6 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 234 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 235 1 4 4 LS work_o632qjptwnb6pdz5sfk3z3jm6a 235 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 236 1 Various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 236 2 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 236 3 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 236 4 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 236 5 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 236 6 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 236 7 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 236 8 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 236 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 237 1 2606 2606 CD work_o632qjptwnb6pdz5sfk3z3jm6a 237 2 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 237 3 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 237 4 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 237 5 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 237 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 238 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 238 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 238 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 238 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 238 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 238 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 238 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 238 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 238 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 238 11 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 12 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 238 13 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 238 14 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 15 morphological morphological JJ work_o632qjptwnb6pdz5sfk3z3jm6a 238 16 variation variation NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 17 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 238 18 sag sag NNP work_o632qjptwnb6pdz5sfk3z3jm6a 238 19 shapes shape NNS work_o632qjptwnb6pdz5sfk3z3jm6a 238 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 238 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 238 22 critical critical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 238 23 times time NNS work_o632qjptwnb6pdz5sfk3z3jm6a 238 24 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 238 25 starting start VBG work_o632qjptwnb6pdz5sfk3z3jm6a 238 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 238 27 ending ending NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 28 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 238 29 occurrences occurrence NNS work_o632qjptwnb6pdz5sfk3z3jm6a 238 30 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 238 31 clearly clearly RB work_o632qjptwnb6pdz5sfk3z3jm6a 238 32 noted note VBN work_o632qjptwnb6pdz5sfk3z3jm6a 238 33 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 238 34 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 238 35 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 238 36 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 238 37 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 238 38 abnormal abnormal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 238 39 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 238 40 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 238 41 easy easy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 238 42 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 238 43 count count VB work_o632qjptwnb6pdz5sfk3z3jm6a 238 44 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 239 1 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 239 2 study study NN work_o632qjptwnb6pdz5sfk3z3jm6a 239 3 case case NN work_o632qjptwnb6pdz5sfk3z3jm6a 239 4 confirms confirm VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 239 5 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 239 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 239 7 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 239 8 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 239 9 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 239 10 work work VB work_o632qjptwnb6pdz5sfk3z3jm6a 239 11 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 239 12 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 239 13 uncertain uncertain JJ work_o632qjptwnb6pdz5sfk3z3jm6a 239 14 environment environment NN work_o632qjptwnb6pdz5sfk3z3jm6a 239 15 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 239 16 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 239 17 noisy noisy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 239 18 background background NN work_o632qjptwnb6pdz5sfk3z3jm6a 239 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 240 1 4.2 4.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 240 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 241 1 Multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 241 2 cardiac cardiac NN work_o632qjptwnb6pdz5sfk3z3jm6a 241 3 arrhythmias arrhythmia VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 241 4 Some some DT work_o632qjptwnb6pdz5sfk3z3jm6a 241 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 241 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 241 7 clinical clinical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 241 8 cases case NNS work_o632qjptwnb6pdz5sfk3z3jm6a 241 9 include include VBP work_o632qjptwnb6pdz5sfk3z3jm6a 241 10 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 241 11 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 241 12 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 241 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 241 14 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 241 15 example example NN work_o632qjptwnb6pdz5sfk3z3jm6a 241 16 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 241 17 ectopic ectopic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 241 18 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 241 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 241 20 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 241 21 branch branch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 241 22 ectopic ectopic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 241 23 beat beat NNP work_o632qjptwnb6pdz5sfk3z3jm6a 241 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 241 25 fusion fusion NN work_o632qjptwnb6pdz5sfk3z3jm6a 241 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 241 27 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 241 28 paced pace VBD work_o632qjptwnb6pdz5sfk3z3jm6a 241 29 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 241 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 242 1 Using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 242 2 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 3 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 242 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 242 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 242 6 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 7 numbers number NNS work_o632qjptwnb6pdz5sfk3z3jm6a 242 8 217 217 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 10 214 214 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 242 13 118 118 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 14 includ- includ- NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 15 ing e VBG work_o632qjptwnb6pdz5sfk3z3jm6a 242 16 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 17 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 18 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 19 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 242 20 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 21 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 242 22 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 24 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 25 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 242 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 27 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 28 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 29 Heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 30 types type NNS work_o632qjptwnb6pdz5sfk3z3jm6a 242 31 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 242 32 human human JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 33 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 34 data data NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 35 Class Class NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 36 Beat Beat NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 37 Symbol Symbol NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 38 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 39 Patient patient VB work_o632qjptwnb6pdz5sfk3z3jm6a 242 40 Normal Normal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 41 Normal Normal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 42 beat beat VBP work_o632qjptwnb6pdz5sfk3z3jm6a 242 43 • • VBP work_o632qjptwnb6pdz5sfk3z3jm6a 242 44 MIT-100 mit-100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 45 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 46 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 47 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 48 69 69 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 49 MIT-103 MIT-103 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 50 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 51 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 52 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 53 * * NFP work_o632qjptwnb6pdz5sfk3z3jm6a 242 54 MIT-119 mit-119 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 55 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 56 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 57 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 58 51 51 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 59 MIT-200 MIT-200 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 60 Male Male NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 61 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 62 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 63 64 64 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 64 MIT-209 mit-209 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 65 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 66 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 67 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 68 62 62 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 69 MIT-212 mit-212 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 70 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 71 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 72 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 73 32 32 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 74 MIT-221 mit-221 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 75 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 76 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 77 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 78 83 83 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 79 Ventricular Ventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 80 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 81 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 82 Ventricular Ventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 83 premature premature JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 84 contraction contraction NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 85 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 86 MIT-119 MIT-119 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 87 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 88 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 89 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 90 51 51 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 91 MIT-200 MIT-200 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 92 Male Male NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 93 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 94 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 95 64 64 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 96 MIT-221 mit-221 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 97 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 98 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 99 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 100 83 83 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 101 MIT-233 mit-233 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 102 Male Male NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 103 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 104 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 105 57 57 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 106 Supraventricular Supraventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 107 ectopic ectopic NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 108 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 109 Atrium Atrium NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 110 premature premature JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 111 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 112 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 242 113 MIT-202 mit-202 UH work_o632qjptwnb6pdz5sfk3z3jm6a 242 114 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 115 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 116 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 117 68 68 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 118 MIT-232 MIT-232 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 119 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 120 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 121 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 122 76 76 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 123 Bundle Bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 124 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 125 ectopic ectopic NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 126 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 127 Left leave VBN work_o632qjptwnb6pdz5sfk3z3jm6a 242 128 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 129 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 130 block block NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 131 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 132 L L NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 133 MIT-109 MIT-109 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 134 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 135 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 136 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 137 64 64 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 138 MIT-111 mit-111 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 139 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 140 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 141 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 142 47 47 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 143 MIT-207 mit-207 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 144 Female female JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 145 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 146 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 147 89 89 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 148 MIT-214 mit-214 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 149 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 150 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 151 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 152 53 53 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 153 Right Right NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 154 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 155 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 156 block block NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 157 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 158 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 159 MIT-118 mit-118 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 160 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 161 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 162 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 163 69 69 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 164 MIT-124 mit-124 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 165 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 166 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 167 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 168 77 77 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 169 MIT-212 mit-212 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 170 Female Female NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 171 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 172 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 173 32 32 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 174 MIT-231 mit-231 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 175 Female female JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 176 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 177 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 178 72 72 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 179 Unknown unknown JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 180 Paced Paced NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 181 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 182 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 183 MIT-107 mit-107 NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 184 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 185 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 186 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 187 63 63 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 188 MIT-217 mit-217 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 189 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 190 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 191 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 192 65 65 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 193 Fusion Fusion NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 194 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 195 Fusion Fusion NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 196 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 242 197 paced paced JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 198 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 242 199 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 242 200 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 242 201 F F NNP work_o632qjptwnb6pdz5sfk3z3jm6a 242 202 MIT-217 mit-217 PRP work_o632qjptwnb6pdz5sfk3z3jm6a 242 203 Male male NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 204 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 242 205 age age NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 206 65 65 CD work_o632qjptwnb6pdz5sfk3z3jm6a 242 207 Note note NN work_o632qjptwnb6pdz5sfk3z3jm6a 242 208 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 242 209 * * NFP work_o632qjptwnb6pdz5sfk3z3jm6a 242 210 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 242 211 Not not RB work_o632qjptwnb6pdz5sfk3z3jm6a 242 212 recorded record VBN work_o632qjptwnb6pdz5sfk3z3jm6a 242 213 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 243 1 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 243 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 244 1 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 244 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 245 1 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 245 2 signals signal VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 245 3 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 245 4 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 5 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 6 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 7 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 245 8 119 119 CD work_o632qjptwnb6pdz5sfk3z3jm6a 245 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 10 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 11 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 245 12 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 13 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 245 14 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 245 15 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 245 16 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 245 17 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 18 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 245 19 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 20 ; ; , work_o632qjptwnb6pdz5sfk3z3jm6a 245 21 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 22 b b NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 23 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 245 24 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 245 25 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 245 26 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 245 27 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 245 28 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 29 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 245 30 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 31 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 245 32 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 245 33 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 245 34 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 35 line line NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 36 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 245 37 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 246 1 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 2 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 3 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 246 4 test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 5 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 246 6 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 246 7 single single JJ work_o632qjptwnb6pdz5sfk3z3jm6a 246 8 cardiac cardiac NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 9 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 10 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 11 Number Number NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 246 13 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 14 CPU cpu NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 15 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 17 s s NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 18 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 19 Accuracya Accuracya NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 21 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 22 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 23 • • NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 24 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 25 A a NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 26 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 27 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 28 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 29 F f NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 30 119 119 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 31 Actual Actual NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 32 75 75 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 33 25 25 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 34 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 35 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 36 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 37 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 38 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 39 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 40 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 41 Test1 test1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 42 75 75 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 43 25 25 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 44 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 45 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 46 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 47 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 48 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 49 0.096 0.096 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 50 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 51 Test2 test2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 52 75 75 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 53 25 25 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 54 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 55 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 56 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 57 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 58 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 59 0.105 0.105 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 60 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 61 200 200 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 62 Actual Actual NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 63 62 62 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 64 38 38 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 65 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 66 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 67 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 68 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 69 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 70 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 71 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 72 Test1 test1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 73 62 62 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 74 35 35 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 75 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 76 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 77 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 78 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 79 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 80 0.109 0.109 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 81 97 97 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 82 Test2 test2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 83 62 62 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 84 35 35 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 85 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 86 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 87 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 88 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 89 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 90 0.156 0.156 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 91 97 97 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 92 212 212 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 93 Actual actual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 246 94 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 95 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 96 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 97 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 98 95 95 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 99 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 100 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 101 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 102 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 246 103 Test1 test1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 104 9 9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 105 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 106 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 107 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 108 91 91 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 109 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 110 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 111 0.109 0.109 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 112 96 96 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 113 Test2 test2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 114 9 9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 115 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 116 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 117 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 118 91 91 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 119 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 120 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 121 0.110 0.110 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 122 96 96 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 123 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 246 124 Accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 125 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 126 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 127 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 128 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 246 129 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 130 Nr Nr NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 131 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 246 132 Nt Nt NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 133 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 246 134 · · NFP work_o632qjptwnb6pdz5sfk3z3jm6a 246 135 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 246 136 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 137 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 246 138 Nr Nr NNP work_o632qjptwnb6pdz5sfk3z3jm6a 246 139 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 246 140 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 246 141 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 142 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 246 143 correctly correctly RB work_o632qjptwnb6pdz5sfk3z3jm6a 246 144 discri- discri- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 246 145 minated minated JJ work_o632qjptwnb6pdz5sfk3z3jm6a 246 146 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 246 147 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 246 148 Nt nt IN work_o632qjptwnb6pdz5sfk3z3jm6a 246 149 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 246 150 total total JJ work_o632qjptwnb6pdz5sfk3z3jm6a 246 151 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 246 152 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 246 153 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 246 154 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 247 1 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 247 2 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 247 3 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 247 4 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 247 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 248 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 248 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 248 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 248 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 248 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 248 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 248 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 11 2607 2607 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 12 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 13 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 248 14 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 248 15 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 16 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 17 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 18 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 248 19 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 20 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 21 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 248 22 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 248 23 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 248 24 accuracies accuracy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 248 25 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 248 26 greater great JJR work_o632qjptwnb6pdz5sfk3z3jm6a 248 27 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 248 28 90 90 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 29 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 30 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 248 31 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 248 32 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 248 33 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 248 34 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 248 35 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 248 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 249 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 249 2 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 249 3 confirm confirm VBP work_o632qjptwnb6pdz5sfk3z3jm6a 249 4 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 249 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 249 6 major major JJ work_o632qjptwnb6pdz5sfk3z3jm6a 249 7 types type NNS work_o632qjptwnb6pdz5sfk3z3jm6a 249 8 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 249 9 paced pace VBN work_o632qjptwnb6pdz5sfk3z3jm6a 249 10 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 11 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 12 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 13 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 249 15 left leave VBD work_o632qjptwnb6pdz5sfk3z3jm6a 249 16 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 249 17 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 18 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 19 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 20 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 21 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 249 23 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 249 24 right right JJ work_o632qjptwnb6pdz5sfk3z3jm6a 249 25 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 249 26 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 27 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 28 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 29 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 249 30 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 249 31 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 250 1 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 250 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 251 1 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 251 2 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 251 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 251 4 traced trace VBN work_o632qjptwnb6pdz5sfk3z3jm6a 251 5 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 6 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 251 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 251 8 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 251 9 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 10 118 118 CD work_o632qjptwnb6pdz5sfk3z3jm6a 251 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 251 12 appears appear VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 251 13 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 251 14 misclassification misclassification NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 15 errors error NNS work_o632qjptwnb6pdz5sfk3z3jm6a 251 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 251 17 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 251 18 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 251 19 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 251 20 class class NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 21 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 22 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 251 23 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 251 24 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 251 25 OR or RB work_o632qjptwnb6pdz5sfk3z3jm6a 251 26 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 252 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 252 2 processes process NNS work_o632qjptwnb6pdz5sfk3z3jm6a 252 3 recognized recognize VBD work_o632qjptwnb6pdz5sfk3z3jm6a 252 4 94 94 CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 5 paced paced JJ work_o632qjptwnb6pdz5sfk3z3jm6a 252 6 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 252 7 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 252 8 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 9 fail- fail- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 252 10 ures ure NNS work_o632qjptwnb6pdz5sfk3z3jm6a 252 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 252 12 95 95 CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 13 left leave VBD work_o632qjptwnb6pdz5sfk3z3jm6a 252 14 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 252 15 branch branch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 252 16 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 252 17 beats beat VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 252 18 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 252 19 four four CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 20 failures failure NNS work_o632qjptwnb6pdz5sfk3z3jm6a 252 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 252 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 252 23 99 99 CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 24 right right JJ work_o632qjptwnb6pdz5sfk3z3jm6a 252 25 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 252 26 branch branch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 252 27 ectopic ectopic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 252 28 beats beat VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 252 29 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 252 30 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 252 31 failures failure NNS work_o632qjptwnb6pdz5sfk3z3jm6a 252 32 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 252 33 respectively respectively RB work_o632qjptwnb6pdz5sfk3z3jm6a 252 34 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 253 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 253 2 positive positive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 253 3 predictivity predictivity NN work_o632qjptwnb6pdz5sfk3z3jm6a 253 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 253 5 more more JJR work_o632qjptwnb6pdz5sfk3z3jm6a 253 6 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 253 7 80 80 CD work_o632qjptwnb6pdz5sfk3z3jm6a 253 8 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 253 9 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 253 10 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 253 11 obtained obtain VBN work_o632qjptwnb6pdz5sfk3z3jm6a 253 12 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 253 13 quantify quantify VB work_o632qjptwnb6pdz5sfk3z3jm6a 253 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 253 15 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 253 16 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 253 17 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 253 18 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 253 19 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 253 20 noisy noisy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 253 21 background background NN work_o632qjptwnb6pdz5sfk3z3jm6a 253 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 254 1 Second second JJ work_o632qjptwnb6pdz5sfk3z3jm6a 254 2 study study NN work_o632qjptwnb6pdz5sfk3z3jm6a 254 3 case case NN work_o632qjptwnb6pdz5sfk3z3jm6a 254 4 confirms confirm VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 254 5 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 254 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 254 7 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 254 8 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 254 9 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 254 10 detect detect VB work_o632qjptwnb6pdz5sfk3z3jm6a 254 11 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 254 12 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 254 13 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 254 14 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 254 15 high high JJ work_o632qjptwnb6pdz5sfk3z3jm6a 254 16 confidence confidence NN work_o632qjptwnb6pdz5sfk3z3jm6a 254 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 255 1 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 255 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 256 1 6 6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 256 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 257 1 Symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 257 2 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 257 3 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 257 4 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 5 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 257 6 frequency frequency NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 7 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 8 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 257 9 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 257 10 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 257 11 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 257 12 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 257 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 257 14 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 257 15 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 257 17 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 18 ; ; , work_o632qjptwnb6pdz5sfk3z3jm6a 257 19 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 257 20 b b NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 21 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 257 22 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 257 23 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 257 24 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 257 25 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 257 26 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 27 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 257 28 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 29 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 257 30 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 257 31 Hz Hz NNP work_o632qjptwnb6pdz5sfk3z3jm6a 257 32 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 33 line line NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 34 interference interference NN work_o632qjptwnb6pdz5sfk3z3jm6a 257 35 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 258 1 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 2 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 3 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 258 4 test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 5 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 258 6 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 258 7 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 8 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 9 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 10 Record Record NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 11 Number Number NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 258 13 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 14 CPU cpu NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 15 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 17 s s NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 18 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 19 Accuracya Accuracya NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 21 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 22 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 23 • • NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 24 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 25 A a NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 26 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 27 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 28 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 29 F f NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 30 217 217 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 31 Actual actual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 32 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 33 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 34 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 35 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 36 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 37 94 94 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 38 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 39 – – SYM work_o632qjptwnb6pdz5sfk3z3jm6a 258 40 94 94 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 41 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 42 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 43 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 44 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 45 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 46 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 47 88 88 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 48 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 49 0.113 0.113 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 50 214 214 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 51 Actual actual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 52 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 53 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 54 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 55 95 95 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 56 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 57 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 58 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 59 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 258 60 96 96 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 61 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 62 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 63 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 64 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 65 91 91 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 66 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 67 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 68 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 69 0.108 0.108 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 70 118 118 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 71 Actual actual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 72 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 73 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 74 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 75 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 76 99 99 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 77 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 78 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 79 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 258 80 94 94 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 81 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 82 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 83 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 84 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 85 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 86 93 93 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 87 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 88 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 89 0.111 0.111 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 90 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 258 91 Accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 92 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 93 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 94 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 95 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 258 96 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 97 Nr Nr NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 98 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 258 99 Nt Nt NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 100 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 258 101 · · NFP work_o632qjptwnb6pdz5sfk3z3jm6a 258 102 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 258 103 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 104 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 258 105 Nr Nr NNP work_o632qjptwnb6pdz5sfk3z3jm6a 258 106 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 258 107 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 258 108 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 109 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 258 110 correctly correctly RB work_o632qjptwnb6pdz5sfk3z3jm6a 258 111 discri- discri- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 112 minated minated JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 113 beats beat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 258 114 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 258 115 Nt nt IN work_o632qjptwnb6pdz5sfk3z3jm6a 258 116 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 258 117 total total JJ work_o632qjptwnb6pdz5sfk3z3jm6a 258 118 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 258 119 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 258 120 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 258 121 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 259 1 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 259 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 260 1 7 7 LS work_o632qjptwnb6pdz5sfk3z3jm6a 260 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 261 1 Detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 261 2 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 261 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 261 4 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 261 5 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 261 6 118 118 CD work_o632qjptwnb6pdz5sfk3z3jm6a 261 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 262 1 Note note VB work_o632qjptwnb6pdz5sfk3z3jm6a 262 2 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 262 3 � � NN work_o632qjptwnb6pdz5sfk3z3jm6a 262 4 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 262 5 Error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 262 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 263 1 2608 2608 CD work_o632qjptwnb6pdz5sfk3z3jm6a 263 2 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 263 3 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 263 4 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 263 5 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 263 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 264 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 264 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 264 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 264 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 264 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 264 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 264 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 264 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 264 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 264 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 264 11 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 264 12 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 264 13 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 264 14 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 264 15 4.3 4.3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 264 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 265 1 Learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 265 2 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 265 3 tests test VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 265 4 Figs fig NNS work_o632qjptwnb6pdz5sfk3z3jm6a 265 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 266 1 8a 8a NNP work_o632qjptwnb6pdz5sfk3z3jm6a 266 2 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 266 3 b b NNP work_o632qjptwnb6pdz5sfk3z3jm6a 266 4 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 266 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 266 6 squared square VBN work_o632qjptwnb6pdz5sfk3z3jm6a 266 7 errors error NNS work_o632qjptwnb6pdz5sfk3z3jm6a 266 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 266 9 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 266 10 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 266 11 versus versus IN work_o632qjptwnb6pdz5sfk3z3jm6a 266 12 learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 266 13 cycles cycle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 266 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 266 15 respectively respectively RB work_o632qjptwnb6pdz5sfk3z3jm6a 266 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 267 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 267 2 perfor- perfor- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 267 3 mance mance NN work_o632qjptwnb6pdz5sfk3z3jm6a 267 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 267 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 267 6 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 267 7 affected affect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 267 8 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 267 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 267 10 width width NN work_o632qjptwnb6pdz5sfk3z3jm6a 267 11 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 267 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 267 13 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 267 14 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 267 15 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 267 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 268 1 As as IN work_o632qjptwnb6pdz5sfk3z3jm6a 268 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 268 3 width width NN work_o632qjptwnb6pdz5sfk3z3jm6a 268 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 268 5 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 268 6 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 268 7 decreases decrease NNS work_o632qjptwnb6pdz5sfk3z3jm6a 268 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 268 9 decision decision NN work_o632qjptwnb6pdz5sfk3z3jm6a 268 10 boundaries boundary NNS work_o632qjptwnb6pdz5sfk3z3jm6a 268 11 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 268 12 become become VB work_o632qjptwnb6pdz5sfk3z3jm6a 268 13 increasingly increasingly RB work_o632qjptwnb6pdz5sfk3z3jm6a 268 14 nonlinear nonlinear JJ work_o632qjptwnb6pdz5sfk3z3jm6a 268 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 269 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 269 2 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 269 3 very very RB work_o632qjptwnb6pdz5sfk3z3jm6a 269 4 narrow narrow JJ work_o632qjptwnb6pdz5sfk3z3jm6a 269 5 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 269 6 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 269 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 269 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 269 9 net- net- NN work_o632qjptwnb6pdz5sfk3z3jm6a 269 10 work work NN work_o632qjptwnb6pdz5sfk3z3jm6a 269 11 approaches approach VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 269 12 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 269 13 nearest near JJS work_o632qjptwnb6pdz5sfk3z3jm6a 269 14 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 269 15 neighbor neighbor NN work_o632qjptwnb6pdz5sfk3z3jm6a 269 16 classifier classifier NN work_o632qjptwnb6pdz5sfk3z3jm6a 269 17 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 269 18 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 269 19 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 269 20 Tsao Tsao NNP work_o632qjptwnb6pdz5sfk3z3jm6a 269 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 269 22 2005 2005 CD work_o632qjptwnb6pdz5sfk3z3jm6a 269 23 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 269 24 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 269 25 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 269 26 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 269 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 269 28 2006 2006 CD work_o632qjptwnb6pdz5sfk3z3jm6a 269 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 269 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 270 1 Eqs Eqs NNP work_o632qjptwnb6pdz5sfk3z3jm6a 270 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 271 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 271 2 8)–(11 8)–(11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 271 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 271 4 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 271 5 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 271 6 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 271 7 find find VB work_o632qjptwnb6pdz5sfk3z3jm6a 271 8 near near JJ work_o632qjptwnb6pdz5sfk3z3jm6a 271 9 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 271 10 optimum optimum JJ work_o632qjptwnb6pdz5sfk3z3jm6a 271 11 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 271 12 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 271 13 that that WDT work_o632qjptwnb6pdz5sfk3z3jm6a 271 14 minimize minimize VBP work_o632qjptwnb6pdz5sfk3z3jm6a 271 15 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 271 16 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 271 17 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 271 18 data data NN work_o632qjptwnb6pdz5sfk3z3jm6a 271 19 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 271 20 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 271 21 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 271 22 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 271 23 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 271 24 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 271 25 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 271 26 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 271 27 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 271 28 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 271 29 increases increase NNS work_o632qjptwnb6pdz5sfk3z3jm6a 271 30 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 271 31 K1=18 K1=18 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 271 32 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 271 33 K6=43 K6=43 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 271 34 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 272 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 272 2 corresponding correspond VBG work_o632qjptwnb6pdz5sfk3z3jm6a 272 3 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 272 4 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 272 5 will will MD work_o632qjptwnb6pdz5sfk3z3jm6a 272 6 continue continue VB work_o632qjptwnb6pdz5sfk3z3jm6a 272 7 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 272 8 grow grow VB work_o632qjptwnb6pdz5sfk3z3jm6a 272 9 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 272 10 18 18 CD work_o632qjptwnb6pdz5sfk3z3jm6a 272 11 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 272 12 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 272 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 272 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 272 15 con- con- NN work_o632qjptwnb6pdz5sfk3z3jm6a 272 16 struct struct VBP work_o632qjptwnb6pdz5sfk3z3jm6a 272 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 272 18 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 272 19 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 272 20 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 272 21 any any DT work_o632qjptwnb6pdz5sfk3z3jm6a 272 22 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 272 23 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 272 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 273 1 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 273 2 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 3 results result VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 273 4 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 273 5 very very RB work_o632qjptwnb6pdz5sfk3z3jm6a 273 6 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 273 7 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 273 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 273 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 273 11 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 12 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 273 13 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 273 14 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 273 15 match match VB work_o632qjptwnb6pdz5sfk3z3jm6a 273 16 desired desire VBN work_o632qjptwnb6pdz5sfk3z3jm6a 273 17 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 18 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 273 19 add add VB work_o632qjptwnb6pdz5sfk3z3jm6a 273 20 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 273 21 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 273 22 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 273 23 delete delete NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 24 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 273 25 off off RP work_o632qjptwnb6pdz5sfk3z3jm6a 273 26 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 27 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 273 28 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 273 29 tuning tune VBG work_o632qjptwnb6pdz5sfk3z3jm6a 273 30 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 273 31 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 273 32 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 273 33 six six CD work_o632qjptwnb6pdz5sfk3z3jm6a 273 34 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 273 35 stages stage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 273 36 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 274 1 Learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 274 2 rates rate NNS work_o632qjptwnb6pdz5sfk3z3jm6a 274 3 g g NN work_o632qjptwnb6pdz5sfk3z3jm6a 274 4 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 274 5 0.1–0.3 0.1–0.3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 274 6 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 274 7 selected select VBN work_o632qjptwnb6pdz5sfk3z3jm6a 274 8 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 274 9 training train VBG work_o632qjptwnb6pdz5sfk3z3jm6a 274 10 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 274 11 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 274 12 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 274 13 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 274 14 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 274 15 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 274 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 275 1 Fig fig NN work_o632qjptwnb6pdz5sfk3z3jm6a 275 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 276 1 8 8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 276 2 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 276 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 276 4 final final JJ work_o632qjptwnb6pdz5sfk3z3jm6a 276 5 squared squared JJ work_o632qjptwnb6pdz5sfk3z3jm6a 276 6 errors error NNS work_o632qjptwnb6pdz5sfk3z3jm6a 276 7 after after IN work_o632qjptwnb6pdz5sfk3z3jm6a 276 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 276 9 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 276 10 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 276 11 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 276 12 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 276 13 responsible responsible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 276 14 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 276 15 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 276 16 determining determine VBG work_o632qjptwnb6pdz5sfk3z3jm6a 276 17 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 276 18 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 276 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 277 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 277 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 277 3 convergent convergent NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 4 condition condition NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 5 e e CD work_o632qjptwnb6pdz5sfk3z3jm6a 277 6 6 6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 277 7 10 10 CD work_o632qjptwnb6pdz5sfk3z3jm6a 277 8 � � NNP work_o632qjptwnb6pdz5sfk3z3jm6a 277 9 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 277 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 277 11 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 277 12 rapidly rapidly RB work_o632qjptwnb6pdz5sfk3z3jm6a 277 13 con- con- VBP work_o632qjptwnb6pdz5sfk3z3jm6a 277 14 verges verge NNS work_o632qjptwnb6pdz5sfk3z3jm6a 277 15 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 277 16 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 277 17 nearest near JJS work_o632qjptwnb6pdz5sfk3z3jm6a 277 18 local local JJ work_o632qjptwnb6pdz5sfk3z3jm6a 277 19 minimum minimum NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 20 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 277 21 less less JJR work_o632qjptwnb6pdz5sfk3z3jm6a 277 22 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 277 23 40 40 CD work_o632qjptwnb6pdz5sfk3z3jm6a 277 24 learn- learn- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 277 25 ing ing NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 26 cycles cycle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 277 27 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 277 28 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 277 29 shorter short JJR work_o632qjptwnb6pdz5sfk3z3jm6a 277 30 processing processing NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 31 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 277 32 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 278 1 It -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 278 2 takes take VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 278 3 0.782 0.782 CD work_o632qjptwnb6pdz5sfk3z3jm6a 278 4 s s NN work_o632qjptwnb6pdz5sfk3z3jm6a 278 5 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 278 6 Average average JJ work_o632qjptwnb6pdz5sfk3z3jm6a 278 7 CPU cpu NN work_o632qjptwnb6pdz5sfk3z3jm6a 278 8 Time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 278 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 278 10 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 278 11 classify classify VB work_o632qjptwnb6pdz5sfk3z3jm6a 278 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 278 13 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 278 14 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 278 15 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 278 16 into into IN work_o632qjptwnb6pdz5sfk3z3jm6a 278 17 seven seven CD work_o632qjptwnb6pdz5sfk3z3jm6a 278 18 categories category NNS work_o632qjptwnb6pdz5sfk3z3jm6a 278 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 279 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 279 2 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 279 3 values value NNS work_o632qjptwnb6pdz5sfk3z3jm6a 279 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 279 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 279 6 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 279 7 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 279 8 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 279 9 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 279 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 280 1 9a 9a UH work_o632qjptwnb6pdz5sfk3z3jm6a 280 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 281 1 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 281 2 automatically automatically RB work_o632qjptwnb6pdz5sfk3z3jm6a 281 3 adjusts adjust VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 281 4 outputs output NNS work_o632qjptwnb6pdz5sfk3z3jm6a 281 5 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 281 6 approach approach VB work_o632qjptwnb6pdz5sfk3z3jm6a 281 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 281 8 targets target NNS work_o632qjptwnb6pdz5sfk3z3jm6a 281 9 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 281 10 tuning tuning NN work_o632qjptwnb6pdz5sfk3z3jm6a 281 11 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 281 12 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 281 13 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 281 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 281 15 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 281 16 stages stage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 281 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 282 1 Threshold threshold NN work_o632qjptwnb6pdz5sfk3z3jm6a 282 2 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 282 3 0.5 0.5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 282 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 282 5 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 282 6 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 282 7 separate separate VB work_o632qjptwnb6pdz5sfk3z3jm6a 282 8 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 282 9 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 282 10 Normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 282 11 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 282 12 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 282 13 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 282 14 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 282 15 ‘ ' `` work_o632qjptwnb6pdz5sfk3z3jm6a 282 16 Abnormal Abnormal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 282 17 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 282 18 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 282 19 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 282 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 282 21 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 282 22 correctly correctly RB work_o632qjptwnb6pdz5sfk3z3jm6a 282 23 discriminate discriminate VB work_o632qjptwnb6pdz5sfk3z3jm6a 282 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 283 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 283 2 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 283 3 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 4 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 283 5 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 283 6 advantages advantage NNS work_o632qjptwnb6pdz5sfk3z3jm6a 283 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 283 8 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 283 9 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 10 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 283 12 learn- learn- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 283 13 ing ing NNP work_o632qjptwnb6pdz5sfk3z3jm6a 283 14 stage stage NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 15 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 283 16 slight slight JJ work_o632qjptwnb6pdz5sfk3z3jm6a 283 17 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 18 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 283 19 updating update VBG work_o632qjptwnb6pdz5sfk3z3jm6a 283 20 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 283 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 283 22 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 283 23 adaptation adaptation NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 24 capability capability NN work_o632qjptwnb6pdz5sfk3z3jm6a 283 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 284 1 However however RB work_o632qjptwnb6pdz5sfk3z3jm6a 284 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 284 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 284 4 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 284 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 284 6 affected affect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 284 7 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 284 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 284 9 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 284 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 284 11 Gaussian gaussian JJ work_o632qjptwnb6pdz5sfk3z3jm6a 284 12 activation activation NN work_o632qjptwnb6pdz5sfk3z3jm6a 284 13 function function NN work_o632qjptwnb6pdz5sfk3z3jm6a 284 14 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 285 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 285 2 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 285 3 trained train VBN work_o632qjptwnb6pdz5sfk3z3jm6a 285 4 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 285 5 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 285 6 1200 1200 CD work_o632qjptwnb6pdz5sfk3z3jm6a 285 7 untrained untrained JJ work_o632qjptwnb6pdz5sfk3z3jm6a 285 8 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 285 9 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 285 10 sin- sin- DT work_o632qjptwnb6pdz5sfk3z3jm6a 285 11 gle gle JJ work_o632qjptwnb6pdz5sfk3z3jm6a 285 12 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 285 13 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 285 14 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 285 15 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 285 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 285 18 ranges range NNS work_o632qjptwnb6pdz5sfk3z3jm6a 285 19 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 285 20 param- param- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 285 21 eters eter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 285 22 could could MD work_o632qjptwnb6pdz5sfk3z3jm6a 285 23 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 285 24 determined determine VBN work_o632qjptwnb6pdz5sfk3z3jm6a 285 25 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 285 26 experience experience NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 27 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 285 28 trial trial NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 29 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 285 30 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 285 31 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 285 32 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 33 procedure procedure NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 34 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 285 35 tuning tuning NN work_o632qjptwnb6pdz5sfk3z3jm6a 285 36 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 285 37 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 286 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 286 2 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 286 3 accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 286 4 decreases decrease VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 286 5 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 286 6 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 286 7 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 286 8 increase increase VBP work_o632qjptwnb6pdz5sfk3z3jm6a 286 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 287 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 287 2 choice choice NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 4 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 287 5 will will MD work_o632qjptwnb6pdz5sfk3z3jm6a 287 6 affect affect VB work_o632qjptwnb6pdz5sfk3z3jm6a 287 7 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 287 8 estimation estimation NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 9 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 287 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 287 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 287 13 suitable suitable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 287 14 range range NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 15 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 287 16 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 17 0.05 0.05 CD work_o632qjptwnb6pdz5sfk3z3jm6a 287 18 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 19 0.30 0.30 CD work_o632qjptwnb6pdz5sfk3z3jm6a 287 20 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 21 reducing reduce VBG work_o632qjptwnb6pdz5sfk3z3jm6a 287 22 misclassification misclassification NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 23 errors error NNS work_o632qjptwnb6pdz5sfk3z3jm6a 287 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 287 25 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 287 26 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 287 27 accuracies accuracy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 287 28 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 287 29 greater great JJR work_o632qjptwnb6pdz5sfk3z3jm6a 287 30 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 31 90 90 CD work_o632qjptwnb6pdz5sfk3z3jm6a 287 32 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 287 33 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 34 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 287 35 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 287 36 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 287 37 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 288 1 9b 9b CD work_o632qjptwnb6pdz5sfk3z3jm6a 288 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 289 1 Refining refine VBG work_o632qjptwnb6pdz5sfk3z3jm6a 289 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 289 3 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 289 4 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 289 5 enhance enhance VB work_o632qjptwnb6pdz5sfk3z3jm6a 289 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 289 7 detec- detec- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 289 8 tion tion NN work_o632qjptwnb6pdz5sfk3z3jm6a 289 9 accuracy accuracy NN work_o632qjptwnb6pdz5sfk3z3jm6a 289 10 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 289 11 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 289 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 289 13 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 289 14 optimum optimum JJ work_o632qjptwnb6pdz5sfk3z3jm6a 289 15 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 289 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 290 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 290 2 near near JJ work_o632qjptwnb6pdz5sfk3z3jm6a 290 3 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 290 4 optimal optimal NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 5 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 6 r r NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 7 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 290 8 0.078 0.078 CD work_o632qjptwnb6pdz5sfk3z3jm6a 290 9 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 290 10 minimize minimize VB work_o632qjptwnb6pdz5sfk3z3jm6a 290 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 290 12 classi- classi- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 290 13 fication fication NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 14 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 290 16 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 290 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 290 18 accuracies accuracy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 290 19 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 290 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 290 21 maximums maximum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 290 22 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 290 23 single single JJ work_o632qjptwnb6pdz5sfk3z3jm6a 290 24 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 290 25 multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 290 26 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 290 27 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 290 28 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 290 29 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 290 30 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 290 31 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 290 32 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 290 33 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 291 1 9b 9b CD work_o632qjptwnb6pdz5sfk3z3jm6a 291 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 292 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 292 2 comparison comparison NN work_o632qjptwnb6pdz5sfk3z3jm6a 292 3 purposes purpose NNS work_o632qjptwnb6pdz5sfk3z3jm6a 292 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 292 5 we -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 292 6 have have VBP work_o632qjptwnb6pdz5sfk3z3jm6a 292 7 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 292 8 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 292 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 292 10 WBPN WBPN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 292 11 composed compose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 292 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 292 13 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 292 14 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 292 15 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 292 16 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 292 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 292 18 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 292 19 layer layer NN work_o632qjptwnb6pdz5sfk3z3jm6a 292 20 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 292 21 multi multi JJ work_o632qjptwnb6pdz5sfk3z3jm6a 292 22 - - JJ work_o632qjptwnb6pdz5sfk3z3jm6a 292 23 layer layer JJ work_o632qjptwnb6pdz5sfk3z3jm6a 292 24 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 292 25 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 292 26 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 292 27 MLNN MLNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 292 28 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 292 29 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 293 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 293 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 293 3 second second JJ work_o632qjptwnb6pdz5sfk3z3jm6a 293 4 subnetwork subnetwork NN work_o632qjptwnb6pdz5sfk3z3jm6a 293 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 293 6 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 293 7 MLNN MLNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 293 8 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 293 9 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 293 10 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 293 11 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 293 12 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 293 13 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 293 14 back- back- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 293 15 propagation propagation NNP work_o632qjptwnb6pdz5sfk3z3jm6a 293 16 learning learning NNP work_o632qjptwnb6pdz5sfk3z3jm6a 293 17 algorithm algorithm NNP work_o632qjptwnb6pdz5sfk3z3jm6a 293 18 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 294 1 Only only RB work_o632qjptwnb6pdz5sfk3z3jm6a 294 2 one one CD work_o632qjptwnb6pdz5sfk3z3jm6a 294 3 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 294 4 layer layer NN work_o632qjptwnb6pdz5sfk3z3jm6a 294 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 294 6 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 294 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 294 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 294 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 294 10 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 294 11 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 294 12 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 294 13 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 294 14 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 294 15 determined determine VBN work_o632qjptwnb6pdz5sfk3z3jm6a 294 16 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 294 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 294 18 experience experience NN work_o632qjptwnb6pdz5sfk3z3jm6a 294 19 formulas formula NNS work_o632qjptwnb6pdz5sfk3z3jm6a 294 20 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 294 21 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 294 22 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 294 23 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 294 24 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 294 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 295 1 Traditional traditional JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 2 MLNN MLNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 295 3 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 295 4 some some DT work_o632qjptwnb6pdz5sfk3z3jm6a 295 5 limitations limitation NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 6 including include VBG work_o632qjptwnb6pdz5sfk3z3jm6a 295 7 very very RB work_o632qjptwnb6pdz5sfk3z3jm6a 295 8 slow slow JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 9 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 10 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 295 12 needs need VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 295 13 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 14 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 295 15 determining determine VBG work_o632qjptwnb6pdz5sfk3z3jm6a 295 16 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 17 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 295 18 learn- learn- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 19 ing ing NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 20 rates rate NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 21 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 295 22 g g NNP work_o632qjptwnb6pdz5sfk3z3jm6a 295 23 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 295 24 0.2–0.8 0.2–0.8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 295 25 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 295 26 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 295 27 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 295 28 needs need VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 295 29 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 295 30 determine determine VB work_o632qjptwnb6pdz5sfk3z3jm6a 295 31 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 295 32 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 33 architecture architecture NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 34 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 35 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 295 36 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 295 37 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 38 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 295 39 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 295 40 layers layer NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 41 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 295 42 hid- hid- NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 43 den den NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 44 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 45 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 295 46 which which WDT work_o632qjptwnb6pdz5sfk3z3jm6a 295 47 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 295 48 difficult difficult JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 49 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 295 50 retrain retrain VB work_o632qjptwnb6pdz5sfk3z3jm6a 295 51 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 295 52 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 295 53 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 295 54 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 295 55 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 296 1 With with IN work_o632qjptwnb6pdz5sfk3z3jm6a 296 2 various various JJ work_o632qjptwnb6pdz5sfk3z3jm6a 296 3 tests test NNS work_o632qjptwnb6pdz5sfk3z3jm6a 296 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 296 5 we -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 296 6 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 296 7 see see VB work_o632qjptwnb6pdz5sfk3z3jm6a 296 8 that that IN work_o632qjptwnb6pdz5sfk3z3jm6a 296 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 296 10 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 296 11 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 296 12 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 296 13 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 296 14 outperformed outperform VBN work_o632qjptwnb6pdz5sfk3z3jm6a 296 15 WBPN WBPN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 296 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 297 1 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 297 2 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 297 3 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 4 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 297 5 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 6 process process NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 7 needing need VBG work_o632qjptwnb6pdz5sfk3z3jm6a 297 8 no no DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 9 iteration iteration NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 10 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 11 updating update VBG work_o632qjptwnb6pdz5sfk3z3jm6a 297 12 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 297 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 297 14 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 15 flexible flexible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 297 16 hidden hidden JJ work_o632qjptwnb6pdz5sfk3z3jm6a 297 17 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 297 18 mechanism mechanism NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 19 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 20 add add VB work_o632qjptwnb6pdz5sfk3z3jm6a 297 21 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 297 22 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 23 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 297 24 delete delete NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 25 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 297 26 off off NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 27 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 297 28 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 297 29 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 297 30 adjustment adjustment NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 31 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 32 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 33 targets target NNS work_o632qjptwnb6pdz5sfk3z3jm6a 297 34 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 297 35 parameter parameter NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 36 r. r. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 297 37 With with IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 38 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 39 same same JJ work_o632qjptwnb6pdz5sfk3z3jm6a 297 40 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 41 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 297 42 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 297 43 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 297 44 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 297 45 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 297 46 shows show VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 297 47 better well JJR work_o632qjptwnb6pdz5sfk3z3jm6a 297 48 performance performance NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 49 than than IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 50 WBPN WBPN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 297 51 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 52 shown show VBN work_o632qjptwnb6pdz5sfk3z3jm6a 297 53 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 297 54 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 297 55 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 297 56 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 298 1 Table table NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 2 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 3 Comparison Comparison NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 4 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 298 5 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 6 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 298 7 WBPN WBPN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 8 Method Method NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 9 Network Network NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 10 topology topology NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 11 Training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 12 patterns pattern VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 298 13 Learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 298 14 rate rate NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 15 g g NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 16 Learning Learning NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 17 cycles cycle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 298 18 Average average JJ work_o632qjptwnb6pdz5sfk3z3jm6a 298 19 CPU cpu NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 20 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 21 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 22 s s NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 23 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 24 * * NFP work_o632qjptwnb6pdz5sfk3z3jm6a 298 25 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 26 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 27 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 28 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 29 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 30 8 8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 31 - - SYM work_o632qjptwnb6pdz5sfk3z3jm6a 298 32 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 33 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 34 0.1–03 0.1–03 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 35 640 640 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 36 0.782 0.782 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 37 WBPN WBPN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 38 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 39 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 40 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 41 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 42 27 27 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 43 - - SYM work_o632qjptwnb6pdz5sfk3z3jm6a 298 44 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 45 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 46 0.2–0.8 0.2–0.8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 47 < < XX work_o632qjptwnb6pdz5sfk3z3jm6a 298 48 10000 10000 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 49 < < XX work_o632qjptwnb6pdz5sfk3z3jm6a 298 50 800 800 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 51 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 52 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 53 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 54 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 55 54 54 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 56 - - SYM work_o632qjptwnb6pdz5sfk3z3jm6a 298 57 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 58 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 59 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 60 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 61 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 298 62 107 107 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 63 - - SYM work_o632qjptwnb6pdz5sfk3z3jm6a 298 64 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 65 Note note NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 66 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 298 67 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 68 1 1 LS work_o632qjptwnb6pdz5sfk3z3jm6a 298 69 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 70 NH NH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 71 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 298 72 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 73 NI NI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 74 + + NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 75 NO no NN work_o632qjptwnb6pdz5sfk3z3jm6a 298 76 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 77 1/2 1/2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 298 78 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 298 79 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 80 2 2 LS work_o632qjptwnb6pdz5sfk3z3jm6a 298 81 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 82 NH NH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 83 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 298 84 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 85 NI NI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 86 + + SYM work_o632qjptwnb6pdz5sfk3z3jm6a 298 87 NO)/2 NO)/2 NNS work_o632qjptwnb6pdz5sfk3z3jm6a 298 88 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 298 89 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 90 3 3 LS work_o632qjptwnb6pdz5sfk3z3jm6a 298 91 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 92 NH NH NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 93 = = NFP work_o632qjptwnb6pdz5sfk3z3jm6a 298 94 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 95 NI NI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 96 + + NNP work_o632qjptwnb6pdz5sfk3z3jm6a 298 97 NO no UH work_o632qjptwnb6pdz5sfk3z3jm6a 298 98 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 298 99 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 299 1 NH nh NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 2 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 299 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 299 4 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 299 6 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 299 7 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 8 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 299 9 NI NI NNP work_o632qjptwnb6pdz5sfk3z3jm6a 299 10 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 299 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 299 12 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 299 14 input input NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 15 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 16 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 299 17 NO no RB work_o632qjptwnb6pdz5sfk3z3jm6a 299 18 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 299 19 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 299 20 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 21 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 299 22 output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 23 node node NN work_o632qjptwnb6pdz5sfk3z3jm6a 299 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 300 1 0 0 NFP work_o632qjptwnb6pdz5sfk3z3jm6a 300 2 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 3 2 2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 4 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 5 4 4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 6 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 7 10 10 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 8 20 20 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 9 30 30 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 10 40 40 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 11 K1 K1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 12 K2 K2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 13 K3 K3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 14 K4 K4 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 15 K5 K5 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 16 K6 K6 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 17 Learning Learning NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 18 Cycle Cycle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 19 S S NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 20 qu qu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 21 ar ar NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 22 ed ed NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 23 E E NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 24 rr rr NN work_o632qjptwnb6pdz5sfk3z3jm6a 300 25 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 300 26 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 27 10 10 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 28 20 20 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 29 30 30 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 30 40 40 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 31 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 32 0.2 0.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 33 0.4 0.4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 34 0.6 0.6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 35 0.8 0.8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 36 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 300 37 K1 K1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 38 K2 K2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 39 K3 K3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 40 K4 K4 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 41 K5 K5 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 42 K6 K6 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 43 Learning Learning NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 44 Cycles Cycles NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 300 45 S S NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 46 m m NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 47 oo oo NN work_o632qjptwnb6pdz5sfk3z3jm6a 300 48 th th XX work_o632qjptwnb6pdz5sfk3z3jm6a 300 49 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 300 50 g g NN work_o632qjptwnb6pdz5sfk3z3jm6a 300 51 P P NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 52 ar ar NN work_o632qjptwnb6pdz5sfk3z3jm6a 300 53 am am NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 54 et et FW work_o632qjptwnb6pdz5sfk3z3jm6a 300 55 er er UH work_o632qjptwnb6pdz5sfk3z3jm6a 300 56 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 300 57 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 301 1 8 8 LS work_o632qjptwnb6pdz5sfk3z3jm6a 301 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 302 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 302 2 a a LS work_o632qjptwnb6pdz5sfk3z3jm6a 302 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 302 4 Squared square VBN work_o632qjptwnb6pdz5sfk3z3jm6a 302 5 errors error NNS work_o632qjptwnb6pdz5sfk3z3jm6a 302 6 versus versus IN work_o632qjptwnb6pdz5sfk3z3jm6a 302 7 learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 302 8 cycles cycle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 302 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 302 10 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 302 11 b b NN work_o632qjptwnb6pdz5sfk3z3jm6a 302 12 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 302 13 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 302 14 param- param- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 302 15 eters eter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 302 16 versus versus IN work_o632qjptwnb6pdz5sfk3z3jm6a 302 17 learning learn VBG work_o632qjptwnb6pdz5sfk3z3jm6a 302 18 cycles cycle NNS work_o632qjptwnb6pdz5sfk3z3jm6a 302 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 303 1 Note note NN work_o632qjptwnb6pdz5sfk3z3jm6a 303 2 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 303 3 K1 K1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 4 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 5 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 6 nor nor CC work_o632qjptwnb6pdz5sfk3z3jm6a 303 7 þ þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 8 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 9 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 303 10 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 11 18 18 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 12 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 303 13 K2 K2 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 14 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 15 K1 K1 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 16 þ þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 17 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 18 A A NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 19 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 303 20 20 20 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 21 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 303 22 K3 K3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 23 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 24 K2þK K2þK NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 25 L L NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 26 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 27 27 27 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 28 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 303 29 K4 K4 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 30 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 31 K3þK K3þK . work_o632qjptwnb6pdz5sfk3z3jm6a 303 32 R R NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 33 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 34 35 35 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 35 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 303 36 K5 K5 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 37 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 38 K4þK K4þK : work_o632qjptwnb6pdz5sfk3z3jm6a 303 39 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 303 40 ¼ ¼ JJ work_o632qjptwnb6pdz5sfk3z3jm6a 303 41 41 41 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 42 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 303 43 K6 K6 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 44 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 45 K5þ K5þ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 46 K K NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 47 F F NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 48 ¼ ¼ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 303 49 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 303 50 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 304 1 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 304 2 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 304 3 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 304 4 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 304 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 305 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 305 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 305 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 305 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 305 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 305 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 305 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 305 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 305 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 305 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 305 11 2609 2609 CD work_o632qjptwnb6pdz5sfk3z3jm6a 305 12 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 305 13 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 305 14 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 305 15 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 305 16 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 305 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 306 1 Conclusion conclusion NN work_o632qjptwnb6pdz5sfk3z3jm6a 306 2 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 306 3 diagnostic diagnostic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 306 4 procedure procedure NN work_o632qjptwnb6pdz5sfk3z3jm6a 306 5 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 306 6 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 306 7 WT WT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 306 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 306 9 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 306 10 has have VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 306 11 been be VBN work_o632qjptwnb6pdz5sfk3z3jm6a 306 12 presented present VBN work_o632qjptwnb6pdz5sfk3z3jm6a 306 13 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 306 14 recognize recognize VB work_o632qjptwnb6pdz5sfk3z3jm6a 306 15 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 306 16 arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 306 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 307 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 307 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 307 3 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 307 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 5 classifier classifier NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 6 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 307 7 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 307 8 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 307 9 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 307 10 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 307 11 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 307 12 rec- rec- DT work_o632qjptwnb6pdz5sfk3z3jm6a 307 13 ognize ognize VB work_o632qjptwnb6pdz5sfk3z3jm6a 307 14 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 15 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 17 premature premature JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 18 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 19 contraction contraction NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 21 atrial atrial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 22 premature premature JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 23 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 24 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 25 right right RB work_o632qjptwnb6pdz5sfk3z3jm6a 307 26 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 307 27 left left JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 28 bundle bundle NNP work_o632qjptwnb6pdz5sfk3z3jm6a 307 29 branch branch NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 30 block block NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 31 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 307 32 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 33 paced paced JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 34 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 307 36 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 307 37 fusion fusion NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 38 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 307 39 paced paced JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 40 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 307 41 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 307 42 beat beat NN work_o632qjptwnb6pdz5sfk3z3jm6a 307 43 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 308 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 308 2 wavelets wavelet NNS work_o632qjptwnb6pdz5sfk3z3jm6a 308 3 act act NN work_o632qjptwnb6pdz5sfk3z3jm6a 308 4 to to TO work_o632qjptwnb6pdz5sfk3z3jm6a 308 5 extract extract VB work_o632qjptwnb6pdz5sfk3z3jm6a 308 6 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 308 7 enhance enhance VB work_o632qjptwnb6pdz5sfk3z3jm6a 308 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 308 9 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 308 10 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 308 11 QRS QRS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 308 12 complexes complex NNS work_o632qjptwnb6pdz5sfk3z3jm6a 308 13 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 308 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 308 15 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 308 16 domain domain NN work_o632qjptwnb6pdz5sfk3z3jm6a 308 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 309 1 These these DT work_o632qjptwnb6pdz5sfk3z3jm6a 309 2 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 309 3 are be VBP work_o632qjptwnb6pdz5sfk3z3jm6a 309 4 slightly slightly RB work_o632qjptwnb6pdz5sfk3z3jm6a 309 5 affected affect VBN work_o632qjptwnb6pdz5sfk3z3jm6a 309 6 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 309 7 noise noise NN work_o632qjptwnb6pdz5sfk3z3jm6a 309 8 influences influence NNS work_o632qjptwnb6pdz5sfk3z3jm6a 309 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 310 1 Subsequently subsequently RB work_o632qjptwnb6pdz5sfk3z3jm6a 310 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 310 3 PNN PNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 310 4 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 310 5 classify classify VB work_o632qjptwnb6pdz5sfk3z3jm6a 310 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 310 7 applied apply VBN work_o632qjptwnb6pdz5sfk3z3jm6a 310 8 input input NN work_o632qjptwnb6pdz5sfk3z3jm6a 310 9 pattern pattern NN work_o632qjptwnb6pdz5sfk3z3jm6a 310 10 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 310 11 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 310 12 without without IN work_o632qjptwnb6pdz5sfk3z3jm6a 310 13 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 310 14 noisy noisy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 310 15 background background NN work_o632qjptwnb6pdz5sfk3z3jm6a 310 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 311 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 311 2 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 311 3 model model NN work_o632qjptwnb6pdz5sfk3z3jm6a 311 4 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 311 5 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 311 6 work work VB work_o632qjptwnb6pdz5sfk3z3jm6a 311 7 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 311 8 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 311 9 dynamic dynamic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 311 10 environment environment NN work_o632qjptwnb6pdz5sfk3z3jm6a 311 11 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 311 12 continuity continuity NN work_o632qjptwnb6pdz5sfk3z3jm6a 311 13 add add VB work_o632qjptwnb6pdz5sfk3z3jm6a 311 14 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 311 15 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 311 16 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 311 17 delete delete NN work_o632qjptwnb6pdz5sfk3z3jm6a 311 18 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 311 19 off off NN work_o632qjptwnb6pdz5sfk3z3jm6a 311 20 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 311 21 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 311 22 automatically automatically RB work_o632qjptwnb6pdz5sfk3z3jm6a 311 23 tuning tune VBG work_o632qjptwnb6pdz5sfk3z3jm6a 311 24 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 311 25 targets target NNS work_o632qjptwnb6pdz5sfk3z3jm6a 311 26 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 311 27 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 311 28 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 311 29 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 311 30 hidden hide VBN work_o632qjptwnb6pdz5sfk3z3jm6a 311 31 nodes node NNS work_o632qjptwnb6pdz5sfk3z3jm6a 311 32 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 312 1 For for IN work_o632qjptwnb6pdz5sfk3z3jm6a 312 2 both both DT work_o632qjptwnb6pdz5sfk3z3jm6a 312 3 trained trained JJ work_o632qjptwnb6pdz5sfk3z3jm6a 312 4 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 312 5 untrained untrained JJ work_o632qjptwnb6pdz5sfk3z3jm6a 312 6 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 312 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 312 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 312 9 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 312 10 demonstrate demonstrate VBP work_o632qjptwnb6pdz5sfk3z3jm6a 312 11 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 312 12 efficiency efficiency NN work_o632qjptwnb6pdz5sfk3z3jm6a 312 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 312 14 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 312 15 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 312 16 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 312 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 313 1 Compared compare VBN work_o632qjptwnb6pdz5sfk3z3jm6a 313 2 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 313 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 313 4 MLNNs MLNNs NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 313 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 313 6 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 313 7 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 313 8 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 313 9 built build VBN work_o632qjptwnb6pdz5sfk3z3jm6a 313 10 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 313 11 adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 313 12 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 13 algorithms algorithm NNS work_o632qjptwnb6pdz5sfk3z3jm6a 313 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 313 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 313 16 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 313 17 avoid avoid VB work_o632qjptwnb6pdz5sfk3z3jm6a 313 18 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 313 19 determina- determina- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 313 20 tion tion NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 21 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 313 22 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 23 weights weight NNS work_o632qjptwnb6pdz5sfk3z3jm6a 313 24 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 313 25 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 313 26 trial trial NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 27 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 313 28 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 313 29 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 313 30 error error NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 31 procedure procedure NN work_o632qjptwnb6pdz5sfk3z3jm6a 313 32 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 314 1 Test test NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 2 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 314 3 show show VBP work_o632qjptwnb6pdz5sfk3z3jm6a 314 4 accurate accurate JJ work_o632qjptwnb6pdz5sfk3z3jm6a 314 5 diagnosis diagnosis NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 314 7 fast fast JJ work_o632qjptwnb6pdz5sfk3z3jm6a 314 8 learning learning NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 314 10 good good JJ work_o632qjptwnb6pdz5sfk3z3jm6a 314 11 adaptability adaptability NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 314 13 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 314 14 faster fast JJR work_o632qjptwnb6pdz5sfk3z3jm6a 314 15 processing processing NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 16 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 17 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 314 18 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 314 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 315 1 With with IN work_o632qjptwnb6pdz5sfk3z3jm6a 315 2 this this DT work_o632qjptwnb6pdz5sfk3z3jm6a 315 3 model model NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 315 5 special special JJ work_o632qjptwnb6pdz5sfk3z3jm6a 315 6 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 315 7 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 315 8 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 315 9 further further RB work_o632qjptwnb6pdz5sfk3z3jm6a 315 10 added add VBN work_o632qjptwnb6pdz5sfk3z3jm6a 315 11 to to IN work_o632qjptwnb6pdz5sfk3z3jm6a 315 12 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 315 13 cur- cur- NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 14 rent rent NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 15 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 16 such such JJ work_o632qjptwnb6pdz5sfk3z3jm6a 315 17 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 315 18 ventricular ventricular NNP work_o632qjptwnb6pdz5sfk3z3jm6a 315 19 bigeminy bigeminy NNP work_o632qjptwnb6pdz5sfk3z3jm6a 315 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 21 B B NNP work_o632qjptwnb6pdz5sfk3z3jm6a 315 22 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 315 24 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 315 25 trigeminy trigeminy NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 26 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 27 V V NNP work_o632qjptwnb6pdz5sfk3z3jm6a 315 28 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 29 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 315 30 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 315 31 tachycardia tachycardia NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 32 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 33 VT VT NNP work_o632qjptwnb6pdz5sfk3z3jm6a 315 34 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 35 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 315 36 normal normal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 315 37 sinus sinus NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 38 rhythm rhythm NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 39 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 40 N n NN work_o632qjptwnb6pdz5sfk3z3jm6a 315 41 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 315 42 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 315 43 etc etc FW work_o632qjptwnb6pdz5sfk3z3jm6a 315 44 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 316 1 Thus thus RB work_o632qjptwnb6pdz5sfk3z3jm6a 316 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 316 3 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 316 4 database database NN work_o632qjptwnb6pdz5sfk3z3jm6a 316 5 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 316 6 always always RB work_o632qjptwnb6pdz5sfk3z3jm6a 316 7 enhancible enhancible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 316 8 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 316 9 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 316 10 symptomatic symptomatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 316 11 patterns pattern NNS work_o632qjptwnb6pdz5sfk3z3jm6a 316 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 317 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 317 2 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 317 3 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 317 4 adapt adapt VB work_o632qjptwnb6pdz5sfk3z3jm6a 317 5 itself -PRON- PRP work_o632qjptwnb6pdz5sfk3z3jm6a 317 6 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 317 7 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 317 8 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 317 9 environment environment NN work_o632qjptwnb6pdz5sfk3z3jm6a 317 10 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 317 11 adding add VBG work_o632qjptwnb6pdz5sfk3z3jm6a 317 12 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 317 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 317 14 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 317 15 also also RB work_o632qjptwnb6pdz5sfk3z3jm6a 317 16 promise promise VB work_o632qjptwnb6pdz5sfk3z3jm6a 317 17 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 317 18 high high JJ work_o632qjptwnb6pdz5sfk3z3jm6a 317 19 confidence confidence NN work_o632qjptwnb6pdz5sfk3z3jm6a 317 20 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 317 21 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 317 22 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 317 23 results result NNS work_o632qjptwnb6pdz5sfk3z3jm6a 317 24 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 317 25 special special JJ work_o632qjptwnb6pdz5sfk3z3jm6a 317 26 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 317 27 considering consider VBG work_o632qjptwnb6pdz5sfk3z3jm6a 317 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 318 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 318 2 proposed propose VBN work_o632qjptwnb6pdz5sfk3z3jm6a 318 3 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 4 can can MD work_o632qjptwnb6pdz5sfk3z3jm6a 318 5 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 318 6 used use VBN work_o632qjptwnb6pdz5sfk3z3jm6a 318 7 as as IN work_o632qjptwnb6pdz5sfk3z3jm6a 318 8 an an DT work_o632qjptwnb6pdz5sfk3z3jm6a 318 9 aided aid VBN work_o632qjptwnb6pdz5sfk3z3jm6a 318 10 tool tool NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 11 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 318 12 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 13 recognition recognition NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 318 15 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 318 16 be be VB work_o632qjptwnb6pdz5sfk3z3jm6a 318 17 inte- inte- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 318 18 grated grate VBN work_o632qjptwnb6pdz5sfk3z3jm6a 318 19 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 318 20 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 318 21 monitoring monitoring NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 22 device device NN work_o632qjptwnb6pdz5sfk3z3jm6a 318 23 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 319 1 Acknowledgement acknowledgement VB work_o632qjptwnb6pdz5sfk3z3jm6a 319 2 This this DT work_o632qjptwnb6pdz5sfk3z3jm6a 319 3 work work NN work_o632qjptwnb6pdz5sfk3z3jm6a 319 4 is be VBZ work_o632qjptwnb6pdz5sfk3z3jm6a 319 5 supported support VBN work_o632qjptwnb6pdz5sfk3z3jm6a 319 6 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 319 7 part part NN work_o632qjptwnb6pdz5sfk3z3jm6a 319 8 by by IN work_o632qjptwnb6pdz5sfk3z3jm6a 319 9 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 319 10 National National NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 11 Science Science NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 12 Council Council NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 319 14 Taiwan Taiwan NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 15 under under IN work_o632qjptwnb6pdz5sfk3z3jm6a 319 16 Contract contract NN work_o632qjptwnb6pdz5sfk3z3jm6a 319 17 Number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 319 18 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 319 19 NSC NSC NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 20 93- 93- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 21 2614-E-244 2614-e-244 CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 22 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 319 23 001 001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 24 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 319 25 December December NNP work_o632qjptwnb6pdz5sfk3z3jm6a 319 26 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 27 2004–July 2004–july CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 28 31 31 CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 29 2005 2005 CD work_o632qjptwnb6pdz5sfk3z3jm6a 319 30 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 319 31 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 320 1 References References NNP work_o632qjptwnb6pdz5sfk3z3jm6a 320 2 Acharya Acharya NNP work_o632qjptwnb6pdz5sfk3z3jm6a 320 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 320 4 R. R. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 320 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 320 6 Kumar Kumar NNP work_o632qjptwnb6pdz5sfk3z3jm6a 320 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 320 8 U. U. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 1 A. A. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 3 Bhat Bhat NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 5 P. P. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 6 S. S. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 8 Lim Lim NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 10 C. C. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 11 M. M. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 13 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 321 14 Lyengar Lyengar NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 321 16 S. S. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 17 S. S. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 321 18 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 321 19 2004 2004 CD work_o632qjptwnb6pdz5sfk3z3jm6a 321 20 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 321 21 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 322 1 Classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 322 2 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 322 3 cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 322 4 abnormalities abnormality NNS work_o632qjptwnb6pdz5sfk3z3jm6a 322 5 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 322 6 heart heart NN work_o632qjptwnb6pdz5sfk3z3jm6a 322 7 rate rate NN work_o632qjptwnb6pdz5sfk3z3jm6a 322 8 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 322 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 323 1 Medical medical JJ work_o632qjptwnb6pdz5sfk3z3jm6a 323 2 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 323 3 Biological Biological NNP work_o632qjptwnb6pdz5sfk3z3jm6a 323 4 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 323 5 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 323 6 Computing Computing NNP work_o632qjptwnb6pdz5sfk3z3jm6a 323 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 323 8 42(3 42(3 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 323 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 323 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 323 11 288–293 288–293 CD work_o632qjptwnb6pdz5sfk3z3jm6a 323 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 324 1 Chazal Chazal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 324 3 Philip Philip NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 4 de de NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 324 6 Dwyer Dwyer NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 324 8 Maraia Maraia NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 9 O O NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 10 ’ ' '' work_o632qjptwnb6pdz5sfk3z3jm6a 324 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 324 12 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 324 13 Reilly Reilly NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 324 15 Richard Richard NNP work_o632qjptwnb6pdz5sfk3z3jm6a 324 16 B. B. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 325 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 325 2 2004 2004 CD work_o632qjptwnb6pdz5sfk3z3jm6a 325 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 325 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 326 1 Automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 326 2 classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 326 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 326 4 heartbeats heartbeat NNS work_o632qjptwnb6pdz5sfk3z3jm6a 326 5 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 326 6 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 326 7 morphology morphology NN work_o632qjptwnb6pdz5sfk3z3jm6a 326 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 326 9 heartbeat heartbeat NN work_o632qjptwnb6pdz5sfk3z3jm6a 326 10 interval interval NN work_o632qjptwnb6pdz5sfk3z3jm6a 326 11 features feature NNS work_o632qjptwnb6pdz5sfk3z3jm6a 326 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 327 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 327 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 327 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 327 4 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 327 5 Engi- Engi- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 327 6 neering neering NN work_o632qjptwnb6pdz5sfk3z3jm6a 327 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 327 8 51(7 51(7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 327 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 327 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 327 11 1196–1206 1196–1206 CD work_o632qjptwnb6pdz5sfk3z3jm6a 327 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 328 1 Chen Chen NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 328 3 Tain Tain NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 4 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 328 5 Song Song NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 328 7 Chen Chen NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 328 9 Tzu Tzu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 10 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 328 11 Pei Pei NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 328 13 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 328 14 Tsai Tsai NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 328 16 Liang Liang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 17 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 328 18 Min Min NNP work_o632qjptwnb6pdz5sfk3z3jm6a 328 19 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 328 20 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 328 21 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 328 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 329 1 Computer- Computer- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 329 2 ized ize VBD work_o632qjptwnb6pdz5sfk3z3jm6a 329 3 quantification quantification NN work_o632qjptwnb6pdz5sfk3z3jm6a 329 4 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 329 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 329 6 left left JJ work_o632qjptwnb6pdz5sfk3z3jm6a 329 7 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 329 8 wall wall NN work_o632qjptwnb6pdz5sfk3z3jm6a 329 9 motion motion NN work_o632qjptwnb6pdz5sfk3z3jm6a 329 10 from from IN work_o632qjptwnb6pdz5sfk3z3jm6a 329 11 echocardiograms echocardiogram NNS work_o632qjptwnb6pdz5sfk3z3jm6a 329 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 330 1 Ultrasonic Ultrasonic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 330 2 Imaging Imaging NNP work_o632qjptwnb6pdz5sfk3z3jm6a 330 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 330 4 19 19 CD work_o632qjptwnb6pdz5sfk3z3jm6a 330 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 330 6 1–9 1–9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 330 7 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 331 1 Dickhaus Dickhaus NNP work_o632qjptwnb6pdz5sfk3z3jm6a 331 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 331 3 Hartmut Hartmut NNP work_o632qjptwnb6pdz5sfk3z3jm6a 331 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 331 5 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 331 6 Heinrich Heinrich NNP work_o632qjptwnb6pdz5sfk3z3jm6a 331 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 331 8 Hartmut Hartmut NNP work_o632qjptwnb6pdz5sfk3z3jm6a 331 9 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 331 10 1996 1996 CD work_o632qjptwnb6pdz5sfk3z3jm6a 331 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 331 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 332 1 Classifying classify VBG work_o632qjptwnb6pdz5sfk3z3jm6a 332 2 biosignals biosignal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 332 3 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 332 4 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 332 5 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 332 6 – – : work_o632qjptwnb6pdz5sfk3z3jm6a 332 7 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 332 8 method method NN work_o632qjptwnb6pdz5sfk3z3jm6a 332 9 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 332 10 noninvasive noninvasive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 332 11 diagnosis diagnosis NN work_o632qjptwnb6pdz5sfk3z3jm6a 332 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 333 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 333 2 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 333 3 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 333 4 Medicine Medicine NNP work_o632qjptwnb6pdz5sfk3z3jm6a 333 5 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 333 6 Biology(September Biology(September NNP work_o632qjptwnb6pdz5sfk3z3jm6a 333 7 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 333 8 October October NNP work_o632qjptwnb6pdz5sfk3z3jm6a 333 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 333 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 333 11 103–111 103–111 CD work_o632qjptwnb6pdz5sfk3z3jm6a 333 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 334 1 Goldberger Goldberger NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 3 A.L. A.L. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 5 Amaral Amaral NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 7 L.A.N. L.A.N. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 9 Glass Glass NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 11 L. L. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 13 Hausdorff Hausdorff NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 15 J.M. J.M. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 17 lvanov lvanov NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 19 P.Ch P.Ch NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 20 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 334 21 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 22 Mark Mark NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 23 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 24 R.G. R.G. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 334 26 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 27 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 334 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 335 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 335 2 2000 2000 CD work_o632qjptwnb6pdz5sfk3z3jm6a 335 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 335 4 PhysioBank PhysioBank NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 335 6 Physio Physio NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 7 Toolkit Toolkit NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 335 9 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 335 10 PhysioNet PhysioNet NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 11 : : : work_o632qjptwnb6pdz5sfk3z3jm6a 335 12 Components component NNS work_o632qjptwnb6pdz5sfk3z3jm6a 335 13 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 335 14 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 335 15 New New NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 16 Research Research NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 17 Resource Resource NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 18 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 335 19 Complex Complex NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 20 Physiologic Physiologic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 335 21 signals signal NNS work_o632qjptwnb6pdz5sfk3z3jm6a 335 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 336 1 Circulation circulation NN work_o632qjptwnb6pdz5sfk3z3jm6a 336 2 101 101 CD work_o632qjptwnb6pdz5sfk3z3jm6a 336 3 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 4 23 23 CD work_o632qjptwnb6pdz5sfk3z3jm6a 336 5 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 336 7 e215–e220 e215–e220 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 336 8 [ [ -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 9 Circulation circulation NN work_o632qjptwnb6pdz5sfk3z3jm6a 336 10 electronic electronic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 336 11 Pages page NNS work_o632qjptwnb6pdz5sfk3z3jm6a 336 12 ; ; : work_o632qjptwnb6pdz5sfk3z3jm6a 336 13 http://circ http://circ NNP work_o632qjptwnb6pdz5sfk3z3jm6a 336 14 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 336 15 cgi cgi NN work_o632qjptwnb6pdz5sfk3z3jm6a 336 16 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 336 17 content content NN work_o632qjptwnb6pdz5sfk3z3jm6a 336 18 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 336 19 full/101/23 full/101/23 PRP$ work_o632qjptwnb6pdz5sfk3z3jm6a 336 20 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 336 21 e215 e215 JJ work_o632qjptwnb6pdz5sfk3z3jm6a 336 22 ] ] -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 23 ; ; , work_o632qjptwnb6pdz5sfk3z3jm6a 336 24 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 25 June June NNP work_o632qjptwnb6pdz5sfk3z3jm6a 336 26 13 13 CD work_o632qjptwnb6pdz5sfk3z3jm6a 336 27 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 336 28 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 337 1 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 2 0.2 0.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 3 0.4 0.4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 4 0.6 0.6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 5 0.8 0.8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 6 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 7 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 8 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 9 5 5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 10 7 7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 11 9 9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 12 11 11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 13 13 13 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 14 15 15 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 15 17 17 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 16 19 19 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 17 21 21 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 18 23 23 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 19 25 25 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 20 27 27 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 21 29 29 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 22 31 31 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 23 33 33 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 24 35 35 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 25 37 37 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 26 39 39 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 27 41 41 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 28 43 43 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 29 Nor nor CC work_o632qjptwnb6pdz5sfk3z3jm6a 337 30 V v NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 31 A a NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 32 L l NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 33 R r NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 34 P p NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 35 F f NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 36 Threshold Threshold NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 37 value value NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 38 = = SYM work_o632qjptwnb6pdz5sfk3z3jm6a 337 39 0.5 0.5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 40 0 0 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 41 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 42 20 20 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 43 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 44 40 40 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 45 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 46 60 60 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 47 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 48 80 80 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 49 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 50 100 100 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 51 % % NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 52 0.01 0.01 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 53 0.05 0.05 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 54 0.078 0.078 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 55 0.1 0.1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 56 0.2 0.2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 57 0.3 0.3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 58 0.4 0.4 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 59 0.5 0.5 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 60 0.6 0.6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 61 0.7 0.7 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 62 0.8 0.8 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 63 0.9 0.9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 64 1 1 CD work_o632qjptwnb6pdz5sfk3z3jm6a 337 65 Single single JJ work_o632qjptwnb6pdz5sfk3z3jm6a 337 66 Cardiac Cardiac NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 67 Arrhythmia arrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 68 Multiple multiple JJ work_o632qjptwnb6pdz5sfk3z3jm6a 337 69 Cardiac cardiac JJ work_o632qjptwnb6pdz5sfk3z3jm6a 337 70 Arrhythmias arrhythmias NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 71 Smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 337 72 parametersSmoothing parameterssmoothing NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 73 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 337 74 Optimal Optimal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 75 ParameterOptimal ParameterOptimal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 76 Parameter Parameter NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 77 A A NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 78 cc cc NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 79 ur ur NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 80 ac ac NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 81 y y NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 82 A A NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 83 cc cc NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 84 ur ur NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 85 ac ac NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 86 y y NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 87 Accuracy Accuracy NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 88 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 337 89 number number NN work_o632qjptwnb6pdz5sfk3z3jm6a 337 90 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 337 91 training train VBG work_o632qjptwnb6pdz5sfk3z3jm6a 337 92 data datum NNS work_o632qjptwnb6pdz5sfk3z3jm6a 337 93 O o UH work_o632qjptwnb6pdz5sfk3z3jm6a 337 94 ut ut UH work_o632qjptwnb6pdz5sfk3z3jm6a 337 95 pu pu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 96 t t NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 97 V V NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 98 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 99 ue ue NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 100 Fig Fig NNP work_o632qjptwnb6pdz5sfk3z3jm6a 337 101 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 338 1 9 9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 338 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 339 1 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 339 2 a a LS work_o632qjptwnb6pdz5sfk3z3jm6a 339 3 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 339 4 Output output NN work_o632qjptwnb6pdz5sfk3z3jm6a 339 5 target target NN work_o632qjptwnb6pdz5sfk3z3jm6a 339 6 values value NNS work_o632qjptwnb6pdz5sfk3z3jm6a 339 7 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 339 8 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 339 9 AWN AWN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 339 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 339 11 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 339 12 b b NN work_o632qjptwnb6pdz5sfk3z3jm6a 339 13 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 339 14 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 339 15 accuracies accuracy NNS work_o632qjptwnb6pdz5sfk3z3jm6a 339 16 versus versus IN work_o632qjptwnb6pdz5sfk3z3jm6a 339 17 smoothing smooth VBG work_o632qjptwnb6pdz5sfk3z3jm6a 339 18 parameters parameter NNS work_o632qjptwnb6pdz5sfk3z3jm6a 339 19 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 340 1 2610 2610 CD work_o632qjptwnb6pdz5sfk3z3jm6a 340 2 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 340 3 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 340 4 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 340 5 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 340 6 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 341 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 341 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 341 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 341 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 341 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 341 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 341 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 341 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 341 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 341 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 341 11 Author author NN work_o632qjptwnb6pdz5sfk3z3jm6a 341 12 's 's POS work_o632qjptwnb6pdz5sfk3z3jm6a 341 13 personal personal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 341 14 copy copy NN work_o632qjptwnb6pdz5sfk3z3jm6a 341 15 Hu Hu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 341 17 Y.-H. Y.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 341 19 Palreddy Palreddy NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 20 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 341 21 S. S. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 22 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 341 23 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 341 24 Tompkins Tompkins NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 25 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 341 26 W. W. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 341 27 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 341 28 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 341 29 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 341 30 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 342 1 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 342 2 patient patient JJ work_o632qjptwnb6pdz5sfk3z3jm6a 342 3 adaptable adaptable JJ work_o632qjptwnb6pdz5sfk3z3jm6a 342 4 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 342 5 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 342 6 classifier classifier NN work_o632qjptwnb6pdz5sfk3z3jm6a 342 7 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 342 8 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 342 9 maxture maxture NN work_o632qjptwnb6pdz5sfk3z3jm6a 342 10 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 342 11 experts expert NNS work_o632qjptwnb6pdz5sfk3z3jm6a 342 12 approach approach NN work_o632qjptwnb6pdz5sfk3z3jm6a 342 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 343 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 343 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 343 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 343 4 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 343 5 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 343 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 343 7 44(September 44(september ADD work_o632qjptwnb6pdz5sfk3z3jm6a 343 8 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 343 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 343 10 891–900 891–900 CD work_o632qjptwnb6pdz5sfk3z3jm6a 343 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 344 1 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 344 3 Chia Chia NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 4 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 344 5 Hung Hung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 344 7 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 344 8 Tsao Tsao NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 344 10 Ming Ming NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 11 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 344 12 Chieh Chieh NNP work_o632qjptwnb6pdz5sfk3z3jm6a 344 13 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 344 14 2005 2005 CD work_o632qjptwnb6pdz5sfk3z3jm6a 344 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 344 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 345 1 Power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 2 quality quality NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 3 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 345 5 classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 6 enhancible enhancible JJ work_o632qjptwnb6pdz5sfk3z3jm6a 345 7 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 8 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 345 9 probabilistic probabilistic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 345 10 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 11 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 345 12 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 345 13 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 14 system system NN work_o632qjptwnb6pdz5sfk3z3jm6a 345 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 346 1 IEE IEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 346 2 Proceedings Proceedings NNP work_o632qjptwnb6pdz5sfk3z3jm6a 346 3 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 346 4 Generation Generation NNP work_o632qjptwnb6pdz5sfk3z3jm6a 346 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 346 6 Transmission Transmission NNP work_o632qjptwnb6pdz5sfk3z3jm6a 346 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 346 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 346 9 Distribution distribution NN work_o632qjptwnb6pdz5sfk3z3jm6a 346 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 346 11 152(6 152(6 CD work_o632qjptwnb6pdz5sfk3z3jm6a 346 12 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 346 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 346 14 969–976 969–976 CD work_o632qjptwnb6pdz5sfk3z3jm6a 346 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 347 1 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 347 3 Chia Chia NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 4 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 347 5 Hung Hung NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 347 7 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 347 8 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 347 10 Chia Chia NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 11 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 347 12 Hao Hao NNP work_o632qjptwnb6pdz5sfk3z3jm6a 347 13 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 347 14 2006 2006 CD work_o632qjptwnb6pdz5sfk3z3jm6a 347 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 347 16 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 348 1 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 348 2 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 3 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 348 4 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 348 5 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 6 quality quality NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 7 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 348 9 discrimination discrimination NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 10 in in IN work_o632qjptwnb6pdz5sfk3z3jm6a 348 11 a a DT work_o632qjptwnb6pdz5sfk3z3jm6a 348 12 power power NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 13 system system NN work_o632qjptwnb6pdz5sfk3z3jm6a 348 14 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 349 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 349 2 Transactions Transactions NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 349 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 349 4 Power Power NNP work_o632qjptwnb6pdz5sfk3z3jm6a 349 5 Delivery Delivery NNP work_o632qjptwnb6pdz5sfk3z3jm6a 349 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 349 7 21(3 21(3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 349 8 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 349 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 349 10 1106–1113 1106–1113 CD work_o632qjptwnb6pdz5sfk3z3jm6a 349 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 350 1 Masters Masters NNP work_o632qjptwnb6pdz5sfk3z3jm6a 350 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 350 3 Timothy Timothy NNP work_o632qjptwnb6pdz5sfk3z3jm6a 350 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 350 5 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 350 6 Land Land NNP work_o632qjptwnb6pdz5sfk3z3jm6a 350 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 350 8 Walker Walker NNP work_o632qjptwnb6pdz5sfk3z3jm6a 350 9 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 350 10 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 350 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 350 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 351 1 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 351 2 new new JJ work_o632qjptwnb6pdz5sfk3z3jm6a 351 3 training training NN work_o632qjptwnb6pdz5sfk3z3jm6a 351 4 algorithm algorithm NN work_o632qjptwnb6pdz5sfk3z3jm6a 351 5 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 351 6 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 351 7 general general NNP work_o632qjptwnb6pdz5sfk3z3jm6a 351 8 regression regression NNP work_o632qjptwnb6pdz5sfk3z3jm6a 351 9 neural neural NNP work_o632qjptwnb6pdz5sfk3z3jm6a 351 10 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 351 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 352 1 1997 1997 CD work_o632qjptwnb6pdz5sfk3z3jm6a 352 2 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 352 3 international international JJ work_o632qjptwnb6pdz5sfk3z3jm6a 352 4 conference conference NN work_o632qjptwnb6pdz5sfk3z3jm6a 352 5 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 352 6 computational computational JJ work_o632qjptwnb6pdz5sfk3z3jm6a 352 7 cybernetics cybernetic NNS work_o632qjptwnb6pdz5sfk3z3jm6a 352 8 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 352 9 simulation simulation NN work_o632qjptwnb6pdz5sfk3z3jm6a 352 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 352 11 3 3 CD work_o632qjptwnb6pdz5sfk3z3jm6a 352 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 352 13 1990–1994 1990–1994 CD work_o632qjptwnb6pdz5sfk3z3jm6a 352 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 352 15 12–15 12–15 CD work_o632qjptwnb6pdz5sfk3z3jm6a 352 16 October October NNP work_o632qjptwnb6pdz5sfk3z3jm6a 352 17 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 353 1 Minami Minami NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 353 3 Kei Kei NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 4 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 353 5 ichiro ichiro NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 353 7 Nakajima Nakajima NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 353 9 Hiroshi Hiroshi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 353 11 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 353 12 Toyoshima Toyoshima NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 353 14 Takesshi Takesshi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 353 15 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 353 16 1999 1999 CD work_o632qjptwnb6pdz5sfk3z3jm6a 353 17 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 353 18 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 354 1 Real real JJ work_o632qjptwnb6pdz5sfk3z3jm6a 354 2 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 354 3 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 354 4 discrimination discrimination NN work_o632qjptwnb6pdz5sfk3z3jm6a 354 5 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 354 6 ventricular ventricular JJ work_o632qjptwnb6pdz5sfk3z3jm6a 354 7 tachyarrhythmia tachyarrhythmia NN work_o632qjptwnb6pdz5sfk3z3jm6a 354 8 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 354 9 fourier- fourier- JJ work_o632qjptwnb6pdz5sfk3z3jm6a 354 10 transform transform NN work_o632qjptwnb6pdz5sfk3z3jm6a 354 11 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 354 12 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 354 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 355 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 355 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 355 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 355 4 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 355 5 Engi- Engi- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 355 6 neering neering NN work_o632qjptwnb6pdz5sfk3z3jm6a 355 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 355 8 46(2 46(2 CD work_o632qjptwnb6pdz5sfk3z3jm6a 355 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 355 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 355 11 179–185 179–185 CD work_o632qjptwnb6pdz5sfk3z3jm6a 355 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 356 1 Osowski Osowski NNP work_o632qjptwnb6pdz5sfk3z3jm6a 356 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 356 3 Stanislaw Stanislaw NNP work_o632qjptwnb6pdz5sfk3z3jm6a 356 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 356 5 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 356 6 Linh Linh NNP work_o632qjptwnb6pdz5sfk3z3jm6a 356 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 356 8 Tran Tran NNP work_o632qjptwnb6pdz5sfk3z3jm6a 356 9 Hoai Hoai NNP work_o632qjptwnb6pdz5sfk3z3jm6a 356 10 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 356 11 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 356 12 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 356 13 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 357 1 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 357 2 beat beat VBD work_o632qjptwnb6pdz5sfk3z3jm6a 357 3 recognition recognition NNP work_o632qjptwnb6pdz5sfk3z3jm6a 357 4 using use VBG work_o632qjptwnb6pdz5sfk3z3jm6a 357 5 fuzzy fuzzy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 357 6 hybrid hybrid JJ work_o632qjptwnb6pdz5sfk3z3jm6a 357 7 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 357 8 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 357 9 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 358 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 358 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 358 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 358 4 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 358 5 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 358 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 358 7 48(11 48(11 CD work_o632qjptwnb6pdz5sfk3z3jm6a 358 8 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 358 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 358 10 1265–1271 1265–1271 CD work_o632qjptwnb6pdz5sfk3z3jm6a 358 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 359 1 Qin Qin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 359 3 Shuren Shuren NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 359 5 Ji Ji NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 359 7 Zhong Zhong NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 359 9 Zhu Zhu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 359 11 Hongjun Hongjun NNP work_o632qjptwnb6pdz5sfk3z3jm6a 359 12 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 359 13 2003 2003 CD work_o632qjptwnb6pdz5sfk3z3jm6a 359 14 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 359 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 360 1 The the DT work_o632qjptwnb6pdz5sfk3z3jm6a 360 2 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 360 3 recording record VBG work_o632qjptwnb6pdz5sfk3z3jm6a 360 4 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 5 instrumentation instrumentation NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 6 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 360 7 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 360 8 virtual virtual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 360 9 instrument instrument NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 10 technology technology NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 11 and and CC work_o632qjptwnb6pdz5sfk3z3jm6a 360 12 continuous continuous JJ work_o632qjptwnb6pdz5sfk3z3jm6a 360 13 wavelet wavelet NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 14 transform transform NN work_o632qjptwnb6pdz5sfk3z3jm6a 360 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 361 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 361 2 Proceedings proceeding NNS work_o632qjptwnb6pdz5sfk3z3jm6a 361 3 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 361 4 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 361 5 25th 25th JJ work_o632qjptwnb6pdz5sfk3z3jm6a 361 6 annual annual JJ work_o632qjptwnb6pdz5sfk3z3jm6a 361 7 international international JJ work_o632qjptwnb6pdz5sfk3z3jm6a 361 8 conference conference NN work_o632qjptwnb6pdz5sfk3z3jm6a 361 9 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 361 10 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 361 11 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 12 EMBS EMBS NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 13 Cancun Cancun NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 14 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 361 15 Mexico Mexico NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 16 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 361 17 Septem- Septem- NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 18 ber ber NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 19 17–21 17–21 NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 20 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 361 21 pp pp NNP work_o632qjptwnb6pdz5sfk3z3jm6a 361 22 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 362 1 3176–3179 3176–3179 CD work_o632qjptwnb6pdz5sfk3z3jm6a 362 2 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 362 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 363 1 Seng Seng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 363 3 Teo Teo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 4 Lian Lian NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 5 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 363 6 Khalid Khalid NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 363 8 Marzuki Marzuki NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 363 10 Tusof Tusof NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 363 12 Rubiyah Rubiyah NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 13 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 363 14 2002 2002 CD work_o632qjptwnb6pdz5sfk3z3jm6a 363 15 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 363 16 Adaptive adaptive JJ work_o632qjptwnb6pdz5sfk3z3jm6a 363 17 GRNN GRNN NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 18 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 363 19 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 363 20 Modeling Modeling NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 21 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 363 22 Dynamic Dynamic NNP work_o632qjptwnb6pdz5sfk3z3jm6a 363 23 Plants plant NNS work_o632qjptwnb6pdz5sfk3z3jm6a 363 24 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 364 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 364 2 Proc Proc NNP work_o632qjptwnb6pdz5sfk3z3jm6a 364 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 365 1 of of IN work_o632qjptwnb6pdz5sfk3z3jm6a 365 2 the the DT work_o632qjptwnb6pdz5sfk3z3jm6a 365 3 2002 2002 CD work_o632qjptwnb6pdz5sfk3z3jm6a 365 4 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 5 International International NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 6 Symposium Symposium NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 7 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 365 8 Intelligent Intelligent NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 9 Control Control NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 10 Vancouver Vancouver NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 11 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 365 12 Canada Canada NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 13 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 365 14 October October NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 15 27–30 27–30 CD work_o632qjptwnb6pdz5sfk3z3jm6a 365 16 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 365 17 pp pp NNP work_o632qjptwnb6pdz5sfk3z3jm6a 365 18 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 366 1 217–222 217–222 CD work_o632qjptwnb6pdz5sfk3z3jm6a 366 2 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 366 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 367 1 Silipo Silipo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 367 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 367 3 Rosaria Rosaria NNP work_o632qjptwnb6pdz5sfk3z3jm6a 367 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 367 5 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 367 6 Marchesi Marchesi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 367 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 367 8 Carlo Carlo NNP work_o632qjptwnb6pdz5sfk3z3jm6a 367 9 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 367 10 1998 1998 CD work_o632qjptwnb6pdz5sfk3z3jm6a 367 11 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 367 12 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 368 1 Artificial artificial JJ work_o632qjptwnb6pdz5sfk3z3jm6a 368 2 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 368 3 networks network NNS work_o632qjptwnb6pdz5sfk3z3jm6a 368 4 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 368 5 automatic automatic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 368 6 ECG ECG NNP work_o632qjptwnb6pdz5sfk3z3jm6a 368 7 analysis analysis NN work_o632qjptwnb6pdz5sfk3z3jm6a 368 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 369 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 369 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 369 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 369 4 Signal Signal NNP work_o632qjptwnb6pdz5sfk3z3jm6a 369 5 Processing Processing NNP work_o632qjptwnb6pdz5sfk3z3jm6a 369 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 369 7 46(5 46(5 NN work_o632qjptwnb6pdz5sfk3z3jm6a 369 8 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 369 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 369 10 1417–1425 1417–1425 CD work_o632qjptwnb6pdz5sfk3z3jm6a 369 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 370 1 Specht Specht NNP work_o632qjptwnb6pdz5sfk3z3jm6a 370 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 370 3 Donald Donald NNP work_o632qjptwnb6pdz5sfk3z3jm6a 370 4 F. F. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 370 5 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 370 6 1988 1988 CD work_o632qjptwnb6pdz5sfk3z3jm6a 370 7 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 370 8 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 371 1 Probabilistic probabilistic JJ work_o632qjptwnb6pdz5sfk3z3jm6a 371 2 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 371 3 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 371 4 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 371 5 classification classification NN work_o632qjptwnb6pdz5sfk3z3jm6a 371 6 mapping mapping NN work_o632qjptwnb6pdz5sfk3z3jm6a 371 7 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 371 8 or or CC work_o632qjptwnb6pdz5sfk3z3jm6a 371 9 associative associative JJ work_o632qjptwnb6pdz5sfk3z3jm6a 371 10 memory memory NN work_o632qjptwnb6pdz5sfk3z3jm6a 371 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 372 1 In in IN work_o632qjptwnb6pdz5sfk3z3jm6a 372 2 Proc Proc NNP work_o632qjptwnb6pdz5sfk3z3jm6a 372 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 373 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 373 2 Int Int NNP work_o632qjptwnb6pdz5sfk3z3jm6a 373 3 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 374 1 Conf conf NN work_o632qjptwnb6pdz5sfk3z3jm6a 374 2 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 375 1 Neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 375 2 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 375 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 375 4 San San NNP work_o632qjptwnb6pdz5sfk3z3jm6a 375 5 Diego Diego NNP work_o632qjptwnb6pdz5sfk3z3jm6a 375 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 375 7 CA CA NNP work_o632qjptwnb6pdz5sfk3z3jm6a 375 8 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 375 9 Vol Vol NNP work_o632qjptwnb6pdz5sfk3z3jm6a 375 10 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 376 1 1 1 LS work_o632qjptwnb6pdz5sfk3z3jm6a 376 2 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 376 3 pp pp NNP work_o632qjptwnb6pdz5sfk3z3jm6a 376 4 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 377 1 525–532 525–532 CD work_o632qjptwnb6pdz5sfk3z3jm6a 377 2 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 377 3 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 377 4 July July NNP work_o632qjptwnb6pdz5sfk3z3jm6a 377 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 378 1 Wang Wang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 2 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 3 Yang Yang NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 4 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 5 Zhu Zhu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 7 Yi Yi NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 8 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 378 9 Sheng Sheng NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 10 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 11 Thakor Thakor NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 12 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 13 Nitish Nitish NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 14 V. V. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 15 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 16 & & CC work_o632qjptwnb6pdz5sfk3z3jm6a 378 17 Xu Xu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 18 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 378 19 Yu Yu NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 20 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 378 21 Hong Hong NNP work_o632qjptwnb6pdz5sfk3z3jm6a 378 22 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 378 23 2001 2001 CD work_o632qjptwnb6pdz5sfk3z3jm6a 378 24 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 378 25 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 379 1 A a DT work_o632qjptwnb6pdz5sfk3z3jm6a 379 2 short short JJ work_o632qjptwnb6pdz5sfk3z3jm6a 379 3 - - HYPH work_o632qjptwnb6pdz5sfk3z3jm6a 379 4 time time NN work_o632qjptwnb6pdz5sfk3z3jm6a 379 5 multifractal multifractal JJ work_o632qjptwnb6pdz5sfk3z3jm6a 379 6 approach approach NN work_o632qjptwnb6pdz5sfk3z3jm6a 379 7 for for IN work_o632qjptwnb6pdz5sfk3z3jm6a 379 8 arrhythmias arrhythmias NNP work_o632qjptwnb6pdz5sfk3z3jm6a 379 9 detection detection NN work_o632qjptwnb6pdz5sfk3z3jm6a 379 10 based base VBN work_o632qjptwnb6pdz5sfk3z3jm6a 379 11 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 379 12 fuzzy fuzzy JJ work_o632qjptwnb6pdz5sfk3z3jm6a 379 13 neural neural JJ work_o632qjptwnb6pdz5sfk3z3jm6a 379 14 network network NN work_o632qjptwnb6pdz5sfk3z3jm6a 379 15 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 380 1 IEEE IEEE NNP work_o632qjptwnb6pdz5sfk3z3jm6a 380 2 Transactions transaction NNS work_o632qjptwnb6pdz5sfk3z3jm6a 380 3 on on IN work_o632qjptwnb6pdz5sfk3z3jm6a 380 4 Biomedical Biomedical NNP work_o632qjptwnb6pdz5sfk3z3jm6a 380 5 Engineering Engineering NNP work_o632qjptwnb6pdz5sfk3z3jm6a 380 6 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 380 7 48(9 48(9 CD work_o632qjptwnb6pdz5sfk3z3jm6a 380 8 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 380 9 , , , work_o632qjptwnb6pdz5sfk3z3jm6a 380 10 989–995 989–995 CD work_o632qjptwnb6pdz5sfk3z3jm6a 380 11 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 381 1 C.-H. C.-H. NNP work_o632qjptwnb6pdz5sfk3z3jm6a 381 2 Lin Lin NNP work_o632qjptwnb6pdz5sfk3z3jm6a 381 3 et et NNP work_o632qjptwnb6pdz5sfk3z3jm6a 381 4 al al NNP work_o632qjptwnb6pdz5sfk3z3jm6a 381 5 . . . work_o632qjptwnb6pdz5sfk3z3jm6a 382 1 / / SYM work_o632qjptwnb6pdz5sfk3z3jm6a 382 2 Expert expert NN work_o632qjptwnb6pdz5sfk3z3jm6a 382 3 Systems system NNS work_o632qjptwnb6pdz5sfk3z3jm6a 382 4 with with IN work_o632qjptwnb6pdz5sfk3z3jm6a 382 5 Applications Applications NNPS work_o632qjptwnb6pdz5sfk3z3jm6a 382 6 34 34 CD work_o632qjptwnb6pdz5sfk3z3jm6a 382 7 ( ( -LRB- work_o632qjptwnb6pdz5sfk3z3jm6a 382 8 2008 2008 CD work_o632qjptwnb6pdz5sfk3z3jm6a 382 9 ) ) -RRB- work_o632qjptwnb6pdz5sfk3z3jm6a 382 10 2601–2611 2601–2611 CD work_o632qjptwnb6pdz5sfk3z3jm6a 382 11 2611 2611 CD