{"id":"https://openalex.org/W2159115053","doi":"https://doi.org/10.1109/fuzzy.2006.1681926","title":"Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection","display_name":"Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2159115053","doi":"https://doi.org/10.1109/fuzzy.2006.1681926","mag":"2159115053"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2006.1681926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","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/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"H. Ishibuchi","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004957967","display_name":"Yusuke Nojima","orcid":"https://orcid.org/0000-0003-4853-1305"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Y. Nojima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085480631","display_name":"Isao Kuwajima","orcid":"https://orcid.org/0000-0002-5994-3834"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"I. Kuwajima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035595838"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":4.0664,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93902898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1633","last_page":"1640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9921000003814697,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9911999702453613,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.7348403930664062},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6466504335403442},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6117854118347168},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5834810137748718},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5624361038208008},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5550562739372253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5473572611808777},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5274608135223389},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.44124317169189453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4347338378429413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3967410922050476},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.35998374223709106},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30765169858932495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2856871485710144}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7348403930664062},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6466504335403442},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6117854118347168},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5834810137748718},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5624361038208008},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5550562739372253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5473572611808777},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5274608135223389},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.44124317169189453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4347338378429413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3967410922050476},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.35998374223709106},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30765169858932495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2856871485710144}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2006.1681926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W123511966","https://openalex.org/W1502374754","https://openalex.org/W1546428525","https://openalex.org/W1547172306","https://openalex.org/W1553373771","https://openalex.org/W1553696291","https://openalex.org/W1572395346","https://openalex.org/W1588516554","https://openalex.org/W1594713080","https://openalex.org/W1595498733","https://openalex.org/W1600469680","https://openalex.org/W1854202107","https://openalex.org/W1972071974","https://openalex.org/W2000353609","https://openalex.org/W2018401509","https://openalex.org/W2031760375","https://openalex.org/W2063828223","https://openalex.org/W2068283474","https://openalex.org/W2090415868","https://openalex.org/W2101285918","https://openalex.org/W2102675003","https://openalex.org/W2109518982","https://openalex.org/W2116896485","https://openalex.org/W2118030936","https://openalex.org/W2126105956","https://openalex.org/W2136127502","https://openalex.org/W2140384587","https://openalex.org/W2145038862","https://openalex.org/W2161205534","https://openalex.org/W2161744734","https://openalex.org/W2188688866","https://openalex.org/W2306309037","https://openalex.org/W2346154048","https://openalex.org/W4285719527","https://openalex.org/W4292408320","https://openalex.org/W6633402183","https://openalex.org/W6635459833","https://openalex.org/W6635785340"],"related_works":["https://openalex.org/W2263538678","https://openalex.org/W2078633362","https://openalex.org/W2156706185","https://openalex.org/W2121837537","https://openalex.org/W97730999","https://openalex.org/W2076819047","https://openalex.org/W1593734614","https://openalex.org/W2119049233","https://openalex.org/W2171646384","https://openalex.org/W2196705474"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"demonstrate":[4],"that":[5,107,153],"multiobjective":[6,65,108,146,154],"genetic":[7,66,109,147,155],"rule":[8,26,52,67,81,110,117,126,137,148,156],"selection":[9,68,111,157],"can":[10,57,93],"significantly":[11],"improve":[12],"the":[13,72,130],"accuracy-complexity":[14,131],"tradeoff":[15,132],"curve":[16,133],"of":[17,40,79,115,134],"fuzzy":[18,41,61,101,140,163],"rule-based":[19],"classification":[20,30,121],"systems":[21],"generated":[22],"by":[23,145],"a":[24,37,46,51,77,97,113,167],"heuristic":[25,47],"extraction":[27],"procedure":[28,99],"for":[29],"problems":[31],"with":[32,83,119],"many":[33],"continuous":[34],"attributes.":[35],"First":[36],"prespecifled":[38],"number":[39,78,114],"rules":[42,74],"are":[43],"extracted":[44,73,125,136],"in":[45,100,139,162],"manner":[48],"based":[49],"on":[50],"evaluation":[53],"criterion.":[54],"This":[55,91,150],"step":[56,92],"be":[58,94],"viewed":[59,95],"as":[60,96,166],"data":[62,102,141,164],"mining.":[63,103],"Then":[64],"is":[69,143],"applied":[70],"to":[71,75,85],"find":[76],"non-dominated":[80],"sets":[82,118,138],"respect":[84],"accuracy":[86,122],"maximization":[87],"and":[88],"complexity":[89],"minimization.":[90],"postprocessing":[98,168],"Experimental":[104],"results":[105],"show":[106],"finds":[112],"smaller":[116],"higher":[120],"than":[123],"heuristically":[124,135],"sets.":[127],"That":[128],"is,":[129],"mining":[142,165],"improved":[144],"selection.":[149],"observation":[151],"suggests":[152],"plays":[158],"an":[159],"important":[160],"role":[161],"procedure.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
