{"id":"https://openalex.org/W2179431196","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337815","title":"Fuzzy rule classifiers for multi-label classification","display_name":"Fuzzy rule classifiers for multi-label classification","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2179431196","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337815","mag":"2179431196"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5005717519","display_name":"Ronaldo C. Prati","orcid":"https://orcid.org/0000-0001-8597-4987"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ronaldo C. Prati","raw_affiliation_strings":["Centro de Matematica, Universidade Federal do ABC (UFABC), Santo Andre, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Matematica, Universidade Federal do ABC (UFABC), Santo Andre, SP, Brazil","institution_ids":["https://openalex.org/I71715416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005717519"],"corresponding_institution_ids":["https://openalex.org/I71715416"],"apc_list":null,"apc_paid":null,"fwci":1.7258,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88525055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9686999917030334,"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/interpretability","display_name":"Interpretability","score":0.7135862112045288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6754140853881836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.636744499206543},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.6172420382499695},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5854256749153137},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5558041930198669},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.5424760580062866},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5352535843849182},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5286446213722229},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5278648734092712},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4905776083469391},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.473445862531662},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.45309168100357056},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4335038661956787},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39222270250320435},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3824871778488159},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24789297580718994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05174097418785095}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7135862112045288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6754140853881836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.636744499206543},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.6172420382499695},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5854256749153137},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5558041930198669},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.5424760580062866},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5352535843849182},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5286446213722229},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5278648734092712},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4905776083469391},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.473445862531662},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.45309168100357056},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4335038661956787},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39222270250320435},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3824871778488159},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24789297580718994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05174097418785095},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W102413479","https://openalex.org/W1504694836","https://openalex.org/W1528113134","https://openalex.org/W1554734378","https://openalex.org/W1559029338","https://openalex.org/W1565746575","https://openalex.org/W1671614046","https://openalex.org/W1991020953","https://openalex.org/W1998660429","https://openalex.org/W1999954155","https://openalex.org/W2006327656","https://openalex.org/W2025168209","https://openalex.org/W2037768235","https://openalex.org/W2040268278","https://openalex.org/W2043914549","https://openalex.org/W2052684427","https://openalex.org/W2053463056","https://openalex.org/W2087782437","https://openalex.org/W2095776265","https://openalex.org/W2096898430","https://openalex.org/W2111746072","https://openalex.org/W2118022153","https://openalex.org/W2119466907","https://openalex.org/W2125055259","https://openalex.org/W2137107481","https://openalex.org/W2138290126","https://openalex.org/W2160024688","https://openalex.org/W2164400088","https://openalex.org/W2330820318","https://openalex.org/W3008214279","https://openalex.org/W6602286067","https://openalex.org/W6604196043","https://openalex.org/W6631388279","https://openalex.org/W6633774736","https://openalex.org/W6677915747","https://openalex.org/W6680483772"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W1532864123","https://openalex.org/W2425308538","https://openalex.org/W1504871275","https://openalex.org/W2151351600","https://openalex.org/W1980652001","https://openalex.org/W64744926","https://openalex.org/W2143613987","https://openalex.org/W2135660650"],"abstract_inverted_index":{"In":[0],"this":[1,78,118],"paper":[2],"we":[3],"investigate":[4],"the":[5,71,89,112],"use":[6,40,60],"of":[7,74,114],"fuzzy":[8,115],"rule-based":[9],"classifiers":[10],"for":[11,77,117],"multi-label":[12,46],"classification.":[13],"This":[14,54],"classification":[15,52],"task":[16],"deals":[17],"with":[18],"problems":[19],"where":[20],"more":[21],"than":[22],"one":[23],"label":[24,64],"could":[25],"be":[26],"assigned":[27],"simultaneously":[28],"to":[29,43,59,87],"a":[30,45,49],"given":[31],"instance.":[32],"We":[33],"concentrate":[34],"on":[35],"problem":[36,47,101],"transformation":[37,55,102],"methods,":[38,103],"which":[39],"different":[41,50,92,100,108],"strategies":[42],"transform":[44],"into":[48],"single-label":[51],"problems.":[53],"make":[56],"it":[57],"possible":[58],"almost":[61],"any":[62],"single":[63],"learner":[65],"as":[66],"base-classifiers,":[67,105],"thus":[68],"benefiting":[69],"from":[70],"rich":[72],"miscellany":[73],"algorithms":[75],"available":[76],"task.":[79,119],"Fuzzy":[80],"rules":[81,116],"provide":[82],"both":[83],"interpretability":[84],"and":[85,106],"flexibility":[86],"model":[88],"vagueness":[90],"among":[91],"labels.":[93],"Empirical":[94],"results":[95],"using":[96],"six":[97],"datasets,":[98],"four":[99],"eight":[104],"five":[107],"performance":[109],"measure":[110],"shows":[111],"suitability":[113]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
