{"id":"https://openalex.org/W2144483270","doi":"https://doi.org/10.1109/fuzzy.2005.1452528","title":"Graded Possibilistic Approach to Variable Selection in Linear Fuzzy Clustering","display_name":"Graded Possibilistic Approach to Variable Selection in Linear Fuzzy Clustering","publication_year":2005,"publication_date":"2005-07-27","ids":{"openalex":"https://openalex.org/W2144483270","doi":"https://doi.org/10.1109/fuzzy.2005.1452528","mag":"2144483270"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2005.1452528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","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/A5065073668","display_name":"Katsuhiro Honda","orcid":"https://orcid.org/0000-0001-9080-5942"},"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":"K. Honda","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Graduate School of Engineering, Osaka Prefecture University#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University#TAB#","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111689699","display_name":"H. Ichihashi","orcid":null},"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":"H. Ichihashi","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","Graduate School of Engineering, Osaka Prefecture University#TAB#"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University#TAB#","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078310289","display_name":"Francesco Masulli","orcid":"https://orcid.org/0000-0002-6612-0932"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Masulli","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy","Department of Computer Science, University of Pisa , Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Computer Science, University of Pisa , Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042789365","display_name":"Stefano Rovetta","orcid":"https://orcid.org/0000-0003-3865-2613"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Rovetta","raw_affiliation_strings":["Department of Computer and Information Sciences, University of Genova, Genoa, Italy","[Department of Computer and Information Sciences, University of Genova, Genoa, Italy]"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, University of Genova, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[Department of Computer and Information Sciences, University of Genova, Genoa, Italy]","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065073668"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":0.4388,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75145293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"985","last_page":"990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9976000189781189,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9976000189781189,"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/T11106","display_name":"Data Management and Algorithms","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7554543614387512},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6617617607116699},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6448694467544556},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5941916704177856},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.573627769947052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5259875655174255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4658580422401428},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44175201654434204},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.42827659845352173},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4070467948913574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3890935182571411},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33989202976226807}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7554543614387512},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6617617607116699},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6448694467544556},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5941916704177856},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.573627769947052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5259875655174255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4658580422401428},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44175201654434204},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.42827659845352173},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4070467948913574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3890935182571411},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33989202976226807},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2005.1452528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","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":20,"referenced_works":["https://openalex.org/W1542826375","https://openalex.org/W1593584081","https://openalex.org/W1941358455","https://openalex.org/W1990687214","https://openalex.org/W2050551672","https://openalex.org/W2053662410","https://openalex.org/W2074334456","https://openalex.org/W2077096052","https://openalex.org/W2084812512","https://openalex.org/W2111842831","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2121122425","https://openalex.org/W2132167346","https://openalex.org/W2136082917","https://openalex.org/W2278532921","https://openalex.org/W2797320655","https://openalex.org/W3112020351","https://openalex.org/W6635431558","https://openalex.org/W6694777023"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"Linear":[0],"fuzzy":[1,41],"clustering":[2,42,53],"is":[3,43,61,76,88],"a":[4,29],"useful":[5],"tool":[6],"for":[7,32],"knowledge":[8],"discovery":[9],"in":[10,19,38,48],"databases":[11],"(KDD),":[12],"and":[13,87],"several":[14],"modifications":[15],"have":[16],"been":[17],"proposed":[18,102],"order":[20],"to":[21],"analyze":[22],"real":[23],"world":[24],"data.":[25],"This":[26],"paper":[27],"proposes":[28],"new":[30,52],"approach":[31],"estimation":[33],"of":[34,58,69,71,84,100],"local":[35],"linear":[36,40],"models,":[37],"which":[39],"performed":[44],"by":[45,90],"selecting":[46],"variables":[47],"each":[49,72,85],"cluster.":[50],"The":[51,74],"model":[54],"uses":[55],"two":[56],"types":[57],"memberships.":[59],"One":[60],"the":[62,67,77,82,91,98,101],"conventional":[63],"membership":[64,70],"that":[65,80],"represents":[66,81],"degree":[68],"sample.":[73],"other":[75],"additional":[78],"parameter":[79],"responsibility":[83],"variable":[86],"given":[89],"graded":[92],"possibilistic":[93],"approach.":[94],"Numerical":[95],"experiments":[96],"demonstrate":[97],"characteristics":[99],"technique":[103]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}