乐胖代购免代理版

{"id":"https://openalex.org/W4392122241","doi":"https://doi.org/10.1016/j.patcog.2024.110342","title":"A thorough experimental comparison of multilabel methods for classification performance","display_name":"A thorough experimental comparison of multilabel methods for classification performance","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4392122241","doi":"https://doi.org/10.1016/j.patcog.2024.110342"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2024.110342","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.patcog.2024.110342","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011401194","display_name":"Nicol\u00e1s Garc\u00eda\u2010Pedrajas","orcid":"https://orcid.org/0000-0002-4488-6849"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nicol\u00e1s E. Garc\u00eda-Pedrajas","raw_affiliation_strings":["University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044439635","display_name":"Jos\u00e9 M. Cuevas-Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-6943-7089"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Cuevas-Mu\u00f1oz","raw_affiliation_strings":["University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062257972","display_name":"Gonzalo Cerruela Garc\u00eda","orcid":"https://orcid.org/0000-0001-9140-3347"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gonzalo Cerruela-Garc\u00eda","raw_affiliation_strings":["University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009177503","display_name":"Aida de Haro-Garc\u00eda","orcid":"https://orcid.org/0000-0003-0194-8082"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aida de Haro-Garc\u00eda","raw_affiliation_strings":["University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, Department of Computing and Numerical Analysis, Campus de Rabanales, 14071 C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011401194"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":{"value":2710,"currency":"USD","value_usd":2710,"provenance":"doaj"},"apc_paid":{"value":2710,"currency":"USD","value_usd":2710,"provenance":"doaj"},"fwci":5.334,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.999975,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"151","issue":null,"first_page":"110342","last_page":"110342"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9685,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9681,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054311},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6295744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.61968505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5602113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5594786},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5567973},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.53295213},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.50256944},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2024.110342","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2024.110342","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":44,"referenced_works":["https://openalex.org/W1497564839","https://openalex.org/W1523388120","https://openalex.org/W1524416683","https://openalex.org/W1565746575","https://openalex.org/W1583837637","https://openalex.org/W1753402186","https://openalex.org/W1998660429","https://openalex.org/W2006462052","https://openalex.org/W2023126929","https://openalex.org/W2035055162","https://openalex.org/W2038321581","https://openalex.org/W2046380547","https://openalex.org/W2047010542","https://openalex.org/W2053463056","https://openalex.org/W2084465406","https://openalex.org/W2090599083","https://openalex.org/W2114315281","https://openalex.org/W2119466907","https://openalex.org/W2123217057","https://openalex.org/W2130695501","https://openalex.org/W2137403181","https://openalex.org/W2138290126","https://openalex.org/W2145827727","https://openalex.org/W2156935079","https://openalex.org/W2166912588","https://openalex.org/W2184222852","https://openalex.org/W2279689406","https://openalex.org/W2343252634","https://openalex.org/W2443284789","https://openalex.org/W2474319957","https://openalex.org/W2586665457","https://openalex.org/W2774679738","https://openalex.org/W2778359823","https://openalex.org/W2972959495","https://openalex.org/W2998301895","https://openalex.org/W2998768810","https://openalex.org/W3015464002","https://openalex.org/W3035198387","https://openalex.org/W3135854502","https://openalex.org/W3136209691","https://openalex.org/W4224245290","https://openalex.org/W4229995525","https://openalex.org/W4252566574","https://openalex.org/W4295306962"],"related_works":["https://openalex.org/W4389443772","https://openalex.org/W4384212932","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4224009465","https://openalex.org/W4205958290","https://openalex.org/W2961085424","https://openalex.org/W2959160600","https://openalex.org/W2548721895","https://openalex.org/W2354233396"],"abstract_inverted_index":{"Multilabel":[0],"classification":[1,143],"as":[2],"a":[3,83,101,114,123],"data":[4,16],"mining":[5,17],"task":[6],"has":[7],"recently":[8],"attracted":[9],"increasing":[10],"interest":[11],"from":[12],"researchers.":[13],"Many":[14],"current":[15],"applications":[18],"address":[19],"problems":[20,31,127],"with":[21,67],"instances":[22],"that":[23,52,154],"belong":[24],"to":[25,65,74,167],"more":[26],"than":[27,50],"one":[28,112],"class.":[29],"These":[30],"require":[32],"the":[33,41,79,91,135,138,158,161,168,173,181,184],"development":[34],"of":[35,103,110,116,126,137,180,183],"new,":[36],"efficient":[37],"methods.":[38,185],"Advantageously":[39],"using":[40],"correlation":[42],"among":[43,157],"different":[44,105,142,178],"labels":[45],"can":[46],"provide":[47],"better":[48],"performance":[49,144],"methods":[51,61,106,139,153,163],"manage":[53],"each":[54,111],"label":[55],"separately.":[56],"In":[57,86,131],"recent":[58],"decades,":[59],"many":[60],"have":[62],"been":[63],"developed":[64],"deal":[66],"multilabel":[68],"datasets,":[69],"which":[70,76],"makes":[71],"it":[72],"difficult":[73],"decide":[75],"method":[77],"is":[78],"most":[80,92],"appropriate":[81],"for":[82,113,171],"given":[84],"task.":[85],"this":[87],"paper,":[88],"we":[89,133],"present":[90],"comprehensive":[93],"comparison":[94],"carried":[95],"out":[96],"so":[97],"far.":[98],"We":[99,120,175],"compare":[100],"total":[102,115],"62":[104],"and":[107],"several":[108],"configurations":[109],"197":[117],"trained":[118],"models.":[119],"also":[121,176],"use":[122],"large":[124],"set":[125],"comprising":[128],"65":[129],"datasets.":[130],"addition,":[132],"studied":[134],"efficiency":[136],"considering":[140],"six":[141],"metrics.":[145],"Our":[146],"results":[147],"show":[148],"that,":[149],"although":[150],"there":[151],"are":[152,164],"repeatedly":[155],"appear":[156],"top-performing":[159],"models,":[160],"best":[162],"closely":[165],"related":[166],"metric":[169],"used":[170],"evaluating":[172],"performance.":[174],"analyzed":[177],"aspects":[179],"behavior":[182]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392122241","counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2024-12-11T07:33:35.155471","created_date":"2024-02-24"}