{"id":"https://openalex.org/W2100473827","doi":"https://doi.org/10.1109/cdc.2007.4434426","title":"IFCM:Fuzzy clustering for rule extraction of interval Type-2 fuzzy logic system","display_name":"IFCM:Fuzzy clustering for rule extraction of interval Type-2 fuzzy logic system","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2100473827","doi":"https://doi.org/10.1109/cdc.2007.4434426","mag":"2100473827"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2007.4434426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2007.4434426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 46th IEEE Conference on Decision and Control","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/A5100448759","display_name":"Weibin Zhang","orcid":"https://orcid.org/0000-0002-0701-9690"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei-bin Zhang","raw_affiliation_strings":["Department of Automation Engineering, Xi''an Jiaotong University, China","Xian JiaoTong Univ., Xian"],"affiliations":[{"raw_affiliation_string":"Department of Automation Engineering, Xi''an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Xian JiaoTong Univ., Xian","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063711550","display_name":"Wenjiang Liu","orcid":"https://orcid.org/0009-0007-9108-0737"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen-jiang Liu","raw_affiliation_strings":["Department of Automation Engineering, Xi''an Jiaotong University, China","Xian JiaoTong Univ., Xian"],"affiliations":[{"raw_affiliation_string":"Department of Automation Engineering, Xi''an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Xian JiaoTong Univ., Xian","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100448759"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.4693,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.7541712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5318","last_page":"5322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.6911004781723022},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6833643913269043},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6644516587257385},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6239635348320007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6159641742706299},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5687447190284729},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5575962066650391},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5095070004463196},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5077093839645386},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5015039443969727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4665529429912567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4656546711921692},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4562453329563141},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.44738438725471497},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4246680438518524},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41855695843696594},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3609068989753723}],"concepts":[{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.6911004781723022},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6833643913269043},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6644516587257385},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6239635348320007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6159641742706299},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5687447190284729},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5575962066650391},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5095070004463196},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5077093839645386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5015039443969727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4665529429912567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4656546711921692},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4562453329563141},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.44738438725471497},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4246680438518524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41855695843696594},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3609068989753723}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2007.4434426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2007.4434426","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 46th IEEE Conference on Decision and Control","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":12,"referenced_works":["https://openalex.org/W1957050808","https://openalex.org/W2073121023","https://openalex.org/W2094572793","https://openalex.org/W2116441545","https://openalex.org/W2131256974","https://openalex.org/W2141178894","https://openalex.org/W2151849698","https://openalex.org/W2157041604","https://openalex.org/W2162706466","https://openalex.org/W2352485421","https://openalex.org/W4245152641","https://openalex.org/W6640833106"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W2674573885","https://openalex.org/W1485268022","https://openalex.org/W1975005191","https://openalex.org/W2331106272","https://openalex.org/W139981661","https://openalex.org/W4361984403","https://openalex.org/W1542808721","https://openalex.org/W647390320","https://openalex.org/W2155303449"],"abstract_inverted_index":{"Compared":[0],"with":[1,100],"the":[2,17,89,108,130,134],"traditional":[3],"type-1":[4,68],"fuzzy":[5,9,31,69,91,117,122],"logic":[6,10,70,123],"system,":[7,71],"type-2":[8,121],"systems":[11],"(T2FLS)":[12],"are":[13,25,127],"suitable":[14],"to":[15,29,64,78,98,115,132],"handle":[16],"situations":[18],"where":[19],"a":[20],"great":[21],"deal":[22,99],"of":[23,60,136],"uncertainty":[24],"present.":[26],"However,":[27],"how":[28],"extract":[30,65,116],"rules":[32,50,66,118],"automatically":[33],"from":[34,51,67,119],"input/output":[35],"data":[36],"is":[37,58,75,96,105],"still":[38],"an":[39,84],"important":[40],"issue":[41],"because":[42],"sometimes":[43],"human":[44],"experts":[45],"can":[46,112],"not":[47],"get":[48],"valid":[49],"unknown":[52],"systems.":[53],"Fuzzy":[54],"c-means":[55,92],"clustering":[56,86,93],"(FCM)":[57],"one":[59],"algorithms":[61],"used":[62,114],"frequently":[63],"but":[72],"its":[73],"application":[74],"merely":[76],"limited":[77],"dots":[79],"set.":[80],"This":[81],"paper":[82],"introduces":[83],"enhanced":[85],"algorithm,":[87],"called":[88],"interval":[90,101,120],"(IFCM),":[94],"which":[95],"adequate":[97],"sets.":[102],"Moreover,":[103],"it":[104],"shown":[106],"that":[107],"proposed":[109],"IFCM":[110],"algorithm":[111],"be":[113],"system.":[124],"Simulation":[125],"results":[126],"included":[128],"in":[129],"end":[131],"show":[133],"validity":[135],"IFCM.":[137]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
