{"id":"https://openalex.org/W3090214651","doi":"https://doi.org/10.1109/tsp.2020.3027277","title":"Multilabel Classification With Multivariate Time Series Predictors","display_name":"Multilabel Classification With Multivariate Time Series Predictors","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3090214651","doi":"https://doi.org/10.1109/tsp.2020.3027277","mag":"3090214651"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2020.3027277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2020.3027277","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076490915","display_name":"Yuezhang Che","orcid":null},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuezhang Che","raw_affiliation_strings":["School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046180797","display_name":"Yunzhang Zhu","orcid":"https://orcid.org/0000-0003-4422-8739"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunzhang Zhu","raw_affiliation_strings":["Department of Statistics, The Ohio State University, Columbus, OH, USA"],"raw_orcid":"https://orcid.org/0000-0003-4422-8739","affiliations":[{"raw_affiliation_string":"Department of Statistics, The Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074904348","display_name":"Xiaotong Shen","orcid":"https://orcid.org/0000-0003-1300-1451"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaotong Shen","raw_affiliation_strings":["School of Statistics, University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Statistics, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1917,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.49593038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"68","issue":null,"first_page":"5696","last_page":"5705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.996999979019165,"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/T11309","display_name":"Music and Audio Processing","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6724802255630493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5516543984413147},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4560754597187042},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45605748891830444},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4435039162635803},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4333949685096741},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.4294169843196869},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.42251092195510864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6724802255630493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5516543984413147},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4560754597187042},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45605748891830444},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4435039162635803},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4333949685096741},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.4294169843196869},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.42251092195510864},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2020.3027277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2020.3027277","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W149585942","https://openalex.org/W789250018","https://openalex.org/W1522734439","https://openalex.org/W1540764732","https://openalex.org/W1874125222","https://openalex.org/W1969672258","https://openalex.org/W1998660429","https://openalex.org/W2006462052","https://openalex.org/W2024225232","https://openalex.org/W2032259302","https://openalex.org/W2038381734","https://openalex.org/W2052624719","https://openalex.org/W2067567045","https://openalex.org/W2077406389","https://openalex.org/W2099760476","https://openalex.org/W2105760337","https://openalex.org/W2116805437","https://openalex.org/W2118585731","https://openalex.org/W2118712128","https://openalex.org/W2124833832","https://openalex.org/W2131744502","https://openalex.org/W2132555912","https://openalex.org/W2140940807","https://openalex.org/W2142384583","https://openalex.org/W2146241755","https://openalex.org/W2149446614","https://openalex.org/W2153635508","https://openalex.org/W2156935079","https://openalex.org/W2157395790","https://openalex.org/W2163707651","https://openalex.org/W2181967766","https://openalex.org/W2214916291","https://openalex.org/W2283504545","https://openalex.org/W2343252634","https://openalex.org/W2429914308","https://openalex.org/W2507009361","https://openalex.org/W2581983145","https://openalex.org/W2706932018","https://openalex.org/W2749165076","https://openalex.org/W2754051771","https://openalex.org/W2771712594","https://openalex.org/W2783323081","https://openalex.org/W2803160277","https://openalex.org/W2911964244","https://openalex.org/W2963385399","https://openalex.org/W2963434542","https://openalex.org/W2997833137","https://openalex.org/W3102027041","https://openalex.org/W3184036021","https://openalex.org/W4293477908","https://openalex.org/W4406631767","https://openalex.org/W6677437772","https://openalex.org/W6677656871","https://openalex.org/W6677758222","https://openalex.org/W6679060694","https://openalex.org/W6679775712","https://openalex.org/W6682020064","https://openalex.org/W6685708088","https://openalex.org/W6688612899","https://openalex.org/W6704698082","https://openalex.org/W6740224560","https://openalex.org/W6747621238","https://openalex.org/W6798982195"],"related_works":["https://openalex.org/W2117229703","https://openalex.org/W3120756218","https://openalex.org/W2395088808","https://openalex.org/W2139276415","https://openalex.org/W2187599770","https://openalex.org/W2022712430","https://openalex.org/W3152506997","https://openalex.org/W2389214306","https://openalex.org/W2953178323","https://openalex.org/W4295727671"],"abstract_inverted_index":{"In":[0,133],"many":[1],"applications,":[2],"multilabel":[3,10,47],"classification":[4,64],"involves":[5],"time-series":[6],"predictors,":[7],"as":[8],"in":[9,29,80],"video":[11,39],"classification.":[12,81],"How":[13],"to":[14,22,69,101,109,161],"account":[15,70],"for":[16,71,93,165],"the":[17,36,115,121,126,130,135,150,153],"temporal":[18,75],"dependencies":[19,76],"with":[20,140],"respect":[21],"input":[23,78],"variables":[24,79],"remains":[25],"an":[26,159],"issue,":[27],"especially":[28],"action":[30],"learning":[31],"from":[32],"videos.":[33],"Motivated":[34],"by":[35,158],"problem":[37],"of":[38,77,129,152],"categorization":[40],"and":[41,55,62,74,118],"captioning,":[42],"we":[43,83,113],"propose":[44],"a":[45,51,56,85,167],"nonlinear":[46],"classifier":[48],"based":[49,88],"on":[50,89],"hidden":[52],"Markov":[53],"model":[54],"weighted":[57],"loss":[58],"separating":[59],"false":[60],"positive":[61],"negative":[63],"errors.":[65],"This":[66],"allows":[67],"us":[68],"label":[72,145],"dependence":[73,146],"Computationally,":[82],"derive":[84,114],"decomposable":[86],"algorithm":[87],"block-wise":[90,102],"coordinate":[91],"descent":[92],"non-convex":[94],"minimization,":[95],"where":[96],"it":[97],"permits":[98],"not":[99],"only":[100],"updates":[103],"but":[104],"also":[105],"label-wise":[106],"updates,":[107],"leading":[108],"scalable":[110],"computation.":[111],"Theoretically,":[112],"Bayes":[116,131],"rule":[117],"prove":[119],"that":[120],"proposed":[122,136,154],"method":[123,137,155],"consistently":[124],"recovers":[125],"optimal":[127],"performance":[128],"rule.":[132],"simulations,":[134],"compares":[138],"favorably":[139],"its":[141],"competitors":[142],"ignoring":[143],"either":[144],"or":[147],"time-dependence.":[148],"Finally,":[149],"utility":[151],"is":[156],"demonstrated":[157],"application":[160],"ActivityNet":[162],"Captions":[163],"dataset":[164],"understanding":[166],"video's":[168],"contents.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}