id sid tid token lemma pos ws859c70f89 1 1 this this DET ws859c70f89 1 2 thesis thesis NOUN ws859c70f89 1 3 tackles tackle VERB ws859c70f89 1 4 the the DET ws859c70f89 1 5 fundamental fundamental ADJ ws859c70f89 1 6 issues issue NOUN ws859c70f89 1 7 of of ADP ws859c70f89 1 8 streaming stream VERB ws859c70f89 1 9 data datum NOUN ws859c70f89 1 10 in in ADP ws859c70f89 1 11 different different ADJ ws859c70f89 1 12 challenging challenge VERB ws859c70f89 1 13 scenarios scenario NOUN ws859c70f89 1 14 . . PUNCT ws859c70f89 2 1 first first ADV ws859c70f89 2 2 , , PUNCT ws859c70f89 2 3 the the DET ws859c70f89 2 4 confounding confound VERB ws859c70f89 2 5 problem problem NOUN ws859c70f89 2 6 of of ADP ws859c70f89 2 7 class class NOUN ws859c70f89 2 8 imbalance imbalance NOUN ws859c70f89 2 9 and and CCONJ ws859c70f89 2 10 concept concept NOUN ws859c70f89 2 11 drift drift NOUN ws859c70f89 2 12 is be AUX ws859c70f89 2 13 considered consider VERB ws859c70f89 2 14 , , PUNCT ws859c70f89 2 15 and and CCONJ ws859c70f89 2 16 a a DET ws859c70f89 2 17 novel novel ADJ ws859c70f89 2 18 and and CCONJ ws859c70f89 2 19 competitive competitive ADJ ws859c70f89 2 20 classification classification NOUN ws859c70f89 2 21 framework framework NOUN ws859c70f89 2 22 is be AUX ws859c70f89 2 23 proposed propose VERB ws859c70f89 2 24 to to PART ws859c70f89 2 25 address address VERB ws859c70f89 2 26 this this DET ws859c70f89 2 27 challenge challenge NOUN ws859c70f89 2 28 . . PUNCT ws859c70f89 3 1 the the DET ws859c70f89 3 2 proposed propose VERB ws859c70f89 3 3 methodology methodology NOUN ws859c70f89 3 4 outperforms outperform VERB ws859c70f89 3 5 the the DET ws859c70f89 3 6 contemporary contemporary ADJ ws859c70f89 3 7 methods method NOUN ws859c70f89 3 8 on on ADP ws859c70f89 3 9 a a DET ws859c70f89 3 10 number number NOUN ws859c70f89 3 11 of of ADP ws859c70f89 3 12 different different ADJ ws859c70f89 3 13 datasets dataset NOUN ws859c70f89 3 14 . . PUNCT ws859c70f89 4 1 second second ADV ws859c70f89 4 2 , , PUNCT ws859c70f89 4 3 the the DET ws859c70f89 4 4 thesis thesis NOUN ws859c70f89 4 5 looks look VERB ws859c70f89 4 6 at at ADP ws859c70f89 4 7 the the DET ws859c70f89 4 8 problem problem NOUN ws859c70f89 4 9 of of ADP ws859c70f89 4 10 dynamic dynamic ADJ ws859c70f89 4 11 networks network NOUN ws859c70f89 4 12 , , PUNCT ws859c70f89 4 13 specifically specifically ADV ws859c70f89 4 14 the the DET ws859c70f89 4 15 challenges challenge NOUN ws859c70f89 4 16 of of ADP ws859c70f89 4 17 link link VERB ws859c70f89 4 18 persistence persistence NOUN ws859c70f89 4 19 and and CCONJ ws859c70f89 4 20 link link NOUN ws859c70f89 4 21 prediction prediction NOUN ws859c70f89 4 22 . . PUNCT ws859c70f89 5 1 this this PRON ws859c70f89 5 2 is be AUX ws859c70f89 5 3 the the DET ws859c70f89 5 4 first first ADJ ws859c70f89 5 5 work work NOUN ws859c70f89 5 6 to to PART ws859c70f89 5 7 formally formally ADV ws859c70f89 5 8 cast cast VERB ws859c70f89 5 9 the the DET ws859c70f89 5 10 problem problem NOUN ws859c70f89 5 11 of of ADP ws859c70f89 5 12 link link NOUN ws859c70f89 5 13 prediction prediction NOUN ws859c70f89 5 14 as as ADP ws859c70f89 5 15 a a DET ws859c70f89 5 16 class class NOUN ws859c70f89 5 17 imbalance imbalance NOUN ws859c70f89 5 18 problem problem NOUN ws859c70f89 5 19 , , PUNCT ws859c70f89 5 20 and and CCONJ ws859c70f89 5 21 it it PRON ws859c70f89 5 22 greatly greatly ADV ws859c70f89 5 23 outperforms outperform VERB ws859c70f89 5 24 a a DET ws859c70f89 5 25 number number NOUN ws859c70f89 5 26 of of ADP ws859c70f89 5 27 contemporary contemporary ADJ ws859c70f89 5 28 and and CCONJ ws859c70f89 5 29 popular popular ADJ ws859c70f89 5 30 methods method NOUN ws859c70f89 5 31 . . PUNCT ws859c70f89 6 1 the the DET ws859c70f89 6 2 third third ADJ ws859c70f89 6 3 form form NOUN ws859c70f89 6 4 of of ADP ws859c70f89 6 5 streaming stream VERB ws859c70f89 6 6 data datum NOUN ws859c70f89 6 7 is be AUX ws859c70f89 6 8 in in ADP ws859c70f89 6 9 the the DET ws859c70f89 6 10 domain domain NOUN ws859c70f89 6 11 of of ADP ws859c70f89 6 12 music music NOUN ws859c70f89 6 13 . . PUNCT ws859c70f89 7 1 bach bach PROPN ws859c70f89 7 2 chorales chorales PROPN ws859c70f89 7 3 are be AUX ws859c70f89 7 4 first first ADV ws859c70f89 7 5 uniquely uniquely ADV ws859c70f89 7 6 transformed transform VERB ws859c70f89 7 7 into into ADP ws859c70f89 7 8 a a DET ws859c70f89 7 9 feature feature NOUN ws859c70f89 7 10 vector vector NOUN ws859c70f89 7 11 space space NOUN ws859c70f89 7 12 , , PUNCT ws859c70f89 7 13 and and CCONJ ws859c70f89 7 14 then then ADV ws859c70f89 7 15 a a DET ws859c70f89 7 16 sliding slide VERB ws859c70f89 7 17 window window NOUN ws859c70f89 7 18 approach approach NOUN ws859c70f89 7 19 is be AUX ws859c70f89 7 20 used use VERB ws859c70f89 7 21 to to PART ws859c70f89 7 22 generate generate VERB ws859c70f89 7 23 classifiers classifier NOUN ws859c70f89 7 24 for for ADP ws859c70f89 7 25 subsequent subsequent ADJ ws859c70f89 7 26 autonomous autonomous ADJ ws859c70f89 7 27 music music NOUN ws859c70f89 7 28 composition composition NOUN ws859c70f89 7 29 . . PUNCT