{"id":"https://openalex.org/W2978259066","doi":"https://doi.org/10.1109/ijcnn.2019.8852316","title":"Deep Neural Network Ensembles for Time Series Classification","display_name":"Deep Neural Network Ensembles for Time Series Classification","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2978259066","doi":"https://doi.org/10.1109/ijcnn.2019.8852316","mag":"2978259066"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1903.06602","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044378917","display_name":"Hassan Ismail Fawaz","orcid":"https://orcid.org/0000-0003-1384-5996"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]}],"countries":["CH","FR"],"is_corresponding":true,"raw_author_name":"Hassan Ismail Fawaz","raw_affiliation_strings":["IRIMAS, Université Haute-Alsace, Mulhouse, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"affiliations":[{"raw_affiliation_string":"IRIMAS, Université Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030958578","display_name":"Germain Forestier","orcid":"https://orcid.org/0000-0002-4960-7554"},"institutions":[{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Germain Forestier","raw_affiliation_strings":["IRIMAS, Université Haute-Alsace, Mulhouse, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"affiliations":[{"raw_affiliation_string":"IRIMAS, Université Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032791589","display_name":"Jonathan Weber","orcid":"https://orcid.org/0000-0002-3694-4703"},"institutions":[{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Jonathan Weber","raw_affiliation_strings":["IRIMAS, Université Haute-Alsace, Mulhouse, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"affiliations":[{"raw_affiliation_string":"IRIMAS, Université Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077151661","display_name":"Lhassane Idoumghar","orcid":"https://orcid.org/0000-0001-8853-3968"},"institutions":[{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Lhassane Idoumghar","raw_affiliation_strings":["IRIMAS, Université Haute-Alsace, Mulhouse, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"affiliations":[{"raw_affiliation_string":"IRIMAS, Université Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014963512","display_name":"Pierre-Alain M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123429","display_name":"Institut Icare","ror":"https://ror.org/030f1yb82","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210123429"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Pierre-Alain Muller","raw_affiliation_strings":["IRIMAS, Université Haute-Alsace, Mulhouse, France","Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499"],"affiliations":[{"raw_affiliation_string":"IRIMAS, Université Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499","institution_ids":["https://openalex.org/I4210115519","https://openalex.org/I4210123429"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044378917"],"corresponding_institution_ids":["https://openalex.org/I2800745255","https://openalex.org/I4210115519","https://openalex.org/I4210123429"],"apc_list":null,"apc_paid":null,"fwci":8.5456,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.98346351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7744386196136475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7657485008239746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7312954664230347},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.676175057888031},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6258724927902222},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6093650460243225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.603489875793457},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5694299340248108},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5462408661842346},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5454878807067871},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4857090413570404},{"id":"https://openalex.org/keywords/neural-ensemble","display_name":"Neural ensemble","score":0.4575779139995575},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.42762523889541626},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.41425448656082153},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.058135151863098145}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7744386196136475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7657485008239746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7312954664230347},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.676175057888031},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6258724927902222},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6093650460243225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.603489875793457},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5694299340248108},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5462408661842346},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5454878807067871},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4857090413570404},{"id":"https://openalex.org/C187782996","wikidata":"https://www.wikidata.org/wiki/Q9390548","display_name":"Neural ensemble","level":2,"score":0.4575779139995575},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.42762523889541626},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.41425448656082153},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.058135151863098145},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1903.06602","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.06602","pdf_url":"https://arxiv.org/pdf/1903.06602","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03800519v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03800519","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Neural Networks (IJCNN) 2019, Jul 2019, Budapest, Hungary. pp.1-6, ⟨10.1109/ijcnn.2019.8852316⟩","raw_type":"Conference papers"},{"id":"pmh:oai:univoak.eu:islandora_158305","is_oa":false,"landing_page_url":"https://univoak.eu/islandora/object/islandora%3A158305","pdf_url":null,"source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1903.06602","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.06602","pdf_url":"https://arxiv.org/pdf/1903.06602","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W119403003","https://openalex.org/W848133049","https://openalex.org/W1533861849","https://openalex.org/W1565746575","https://openalex.org/W1693343509","https://openalex.org/W1899249567","https://openalex.org/W1900747440","https://openalex.org/W1975257359","https://openalex.org/W2050493487","https://openalex.org/W2070808135","https://openalex.org/W2095705004","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2306394264","https://openalex.org/W2440222035","https://openalex.org/W2515503816","https://openalex.org/W2522692516","https://openalex.org/W2551393996","https://openalex.org/W2555077524","https://openalex.org/W2585354796","https://openalex.org/W2598525681","https://openalex.org/W2614041639","https://openalex.org/W2765911928","https://openalex.org/W2786161686","https://openalex.org/W2786516067","https://openalex.org/W2799773290","https://openalex.org/W2805586107","https://openalex.org/W2884236633","https://openalex.org/W2886572283","https://openalex.org/W2888791883","https://openalex.org/W2892035503","https://openalex.org/W2895888286","https://openalex.org/W2896154352","https://openalex.org/W2896370244","https://openalex.org/W2896792698","https://openalex.org/W2897077592","https://openalex.org/W2897572010","https://openalex.org/W2897701541","https://openalex.org/W2897867930","https://openalex.org/W2897932648","https://openalex.org/W2898843852","https://openalex.org/W2919115771","https://openalex.org/W2921458493","https://openalex.org/W2950533047","https://openalex.org/W2963661130","https://openalex.org/W3027287737","https://openalex.org/W3098915125","https://openalex.org/W3098967488","https://openalex.org/W4289704203","https://openalex.org/W6631943919","https://openalex.org/W6637358919","https://openalex.org/W6639736602","https://openalex.org/W6674330103","https://openalex.org/W6684191040","https://openalex.org/W6698169118","https://openalex.org/W6753319620","https://openalex.org/W6755894124","https://openalex.org/W6777826337"],"related_works":["https://openalex.org/W2794896638","https://openalex.org/W2891633941","https://openalex.org/W4390905871","https://openalex.org/W3202800081","https://openalex.org/W3101614107","https://openalex.org/W1909207154","https://openalex.org/W3036530763","https://openalex.org/W1514365828","https://openalex.org/W4390971112","https://openalex.org/W3149839747"],"abstract_inverted_index":{"Deep":[0],"neural":[1,33,66,94],"networks":[2,34,95],"have":[3],"revolutionized":[4],"many":[5],"fields":[6],"such":[7],"as":[8],"computer":[9],"vision":[10],"and":[11],"natural":[12],"language":[13],"processing.":[14],"Inspired":[15],"by":[16],"this":[17,57,73],"recent":[18],"success,":[19],"deep":[20,51,82],"learning":[21,52,83],"started":[22],"to":[23,62,129,136],"show":[24,76,115],"promising":[25],"results":[26],"for":[27,69,96,109],"Time":[28],"Series":[29],"Classification":[30],"(TSC).":[31],"However,":[32],"are":[35,43],"still":[36],"behind":[37],"the":[38,63,89,101,104,124,137],"state-of-the-art":[39,91,139],"TSC":[40],"algorithms,":[41],"that":[42],"currently":[44],"composed":[45],"of":[46,48,65,80,93],"ensembles":[47,68],"37":[49],"non":[50],"based":[53],"classifiers.":[54],"We":[55],"attribute":[56],"gap":[58],"in":[59,72],"performance":[60,92,135],"due":[61],"lack":[64],"network":[67],"TSC.":[70],"Therefore":[71],"paper,":[74],"we":[75,114],"how":[77,116],"an":[78],"ensemble":[79,140],"60":[81],"models":[84],"can":[85],"significantly":[86],"improve":[87],"upon":[88],"current":[90,138],"TSC,":[97],"when":[98],"evaluated":[99],"over":[100],"UCR/UEA":[102],"archive:":[103],"largest":[105],"publicly":[106],"available":[107],"benchmark":[108],"time":[110,126],"series":[111,127],"analysis.":[112],"Finally,":[113],"our":[117],"proposed":[118],"Neural":[119],"Network":[120],"Ensemble":[121],"(NNE)":[122],"is":[123],"first":[125],"classifier":[128],"outperform":[130],"COTE":[131],"while":[132],"reaching":[133],"similar":[134],"HIVE-COTE.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}