{"id":"https://openalex.org/W2022701698","doi":"https://doi.org/10.1109/icmlc.2010.5581040","title":"A comparative study of four fuzzy integrals for classifier fusion","display_name":"A comparative study of four fuzzy integrals for classifier fusion","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2022701698","doi":"https://doi.org/10.1109/icmlc.2010.5581040","mag":"2022701698"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5581040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-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/A5100897768","display_name":"Huimin Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui-Min Feng","raw_affiliation_strings":["Key Laboratory of Machine Learning and Computational, Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Learning and Computational, Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352642","display_name":"Xuefei Li","orcid":"https://orcid.org/0000-0003-3918-8736"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue-Fei Li","raw_affiliation_strings":["College of Science, Agricultural University of Hebei, Baoding, China","College of Science Agricultural University of Hebei Baoding 071001 China"],"affiliations":[{"raw_affiliation_string":"College of Science, Agricultural University of Hebei, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"College of Science Agricultural University of Hebei Baoding 071001 China","institution_ids":["https://openalex.org/I108160477"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014957637","display_name":"Junfen Chen","orcid":"https://orcid.org/0000-0002-6313-6023"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-Fen Chen","raw_affiliation_strings":["Key Laboratory of Machine Learning and Computational, Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Learning and Computational, Intelligence, College of Mathematics and Computer Science, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"Key Lab. of Machine Learning and Computational Intelligence, College of Mathematics and Computer Science, Hebei, University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100897768"],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":null,"apc_paid":null,"fwci":1.2749,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80902133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"332","last_page":"338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9879000186920166,"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/T10057","display_name":"Face and Expression Recognition","score":0.9879000186920166,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9801999926567078,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9790999889373779,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/choquet-integral","display_name":"Choquet integral","score":0.9407402276992798},{"id":"https://openalex.org/keywords/fuzzy-measure-theory","display_name":"Fuzzy measure theory","score":0.8553348183631897},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6796795129776001},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6008728742599487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5941162109375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5105289220809937},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4549838602542877},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.43056419491767883},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4190804362297058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3786590099334717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25489526987075806}],"concepts":[{"id":"https://openalex.org/C112799922","wikidata":"https://www.wikidata.org/wiki/Q5104911","display_name":"Choquet integral","level":3,"score":0.9407402276992798},{"id":"https://openalex.org/C100516043","wikidata":"https://www.wikidata.org/wiki/Q4455138","display_name":"Fuzzy measure theory","level":5,"score":0.8553348183631897},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6796795129776001},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6008728742599487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5941162109375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105289220809937},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4549838602542877},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.43056419491767883},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4190804362297058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3786590099334717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25489526987075806}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5581040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321949","display_name":"Department of Education of Hebei Province","ror":"https://ror.org/01jkyjd96"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324851","display_name":"Hebei University","ror":"https://ror.org/01p884a79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1481142035","https://openalex.org/W1538372379","https://openalex.org/W1969855798","https://openalex.org/W1971756873","https://openalex.org/W1974102697","https://openalex.org/W2004910683","https://openalex.org/W2008552241","https://openalex.org/W2054082488","https://openalex.org/W2055178087","https://openalex.org/W2055852977","https://openalex.org/W2088195363","https://openalex.org/W2098351657","https://openalex.org/W2124868070","https://openalex.org/W2135293965","https://openalex.org/W2137983211","https://openalex.org/W2143938723","https://openalex.org/W2157298562","https://openalex.org/W2289712525","https://openalex.org/W3043771091","https://openalex.org/W3146803896","https://openalex.org/W6632312326","https://openalex.org/W6980646113"],"related_works":["https://openalex.org/W2031391348","https://openalex.org/W2135117476","https://openalex.org/W2352838457","https://openalex.org/W2379272961","https://openalex.org/W2022701698","https://openalex.org/W3205429492","https://openalex.org/W2048944423","https://openalex.org/W2125156511","https://openalex.org/W2010219143","https://openalex.org/W3033668314"],"abstract_inverted_index":{"Fuzzy":[0],"Integral":[1],"is":[2,33,58,81,87,93,126],"widely":[3],"accepted":[4],"and":[5,17,44,51,72,103,116],"applied":[6],"in":[7,83,100],"multi-classifier":[8],"fusion":[9,24,102],"to":[10,30,53,94,105],"express":[11],"the":[12,18,35,76,89,107,114,121,127],"importance":[13],"of":[14,48,63,78],"individual":[15],"classifiers":[16],"interaction":[19],"among":[20],"classifiers.":[21],"In":[22],"this":[23],"model,":[25],"there":[26],"are":[27],"two":[28],"keys":[29],"determine.":[31],"One":[32],"determining":[34],"fuzzy":[36,49,55,64,79,98],"measure.":[37],"Many":[38],"researchers":[39],"have":[40],"done":[41],"much":[42],"work":[43],"proposed":[45],"many":[46],"types":[47,62],"measure":[50],"methods":[52],"determine":[54],"measures.":[56],"Another":[57],"selecting":[59,110],"from":[60],"four":[61,97],"integral:":[65],"Sugeno":[66],"integral,":[67,69],"Choquet":[68,85,111,124],"upper":[70],"integral":[71,80,86,125],"lower":[73],"integral.":[74,112],"Usually,":[75],"type":[77],"specified":[82],"advance.":[84],"often":[88],"choice.":[90],"This":[91],"paper":[92],"compare":[95],"comprehensively":[96],"integrals":[99],"multiple-classifier":[101],"hope":[104],"give":[106],"foundation":[108],"for":[109,130],"According":[113],"theoretical":[115],"experimental":[117],"analysis,":[118],"it":[119],"gives":[120],"conclusion":[122],"that":[123],"best":[128],"suitable":[129],"classifier":[131],"fusion.":[132]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}