{"id":"https://openalex.org/W2078548092","doi":"https://doi.org/10.1109/isda.2010.5687292","title":"A relational fuzzy c-means clustering algorithm based on multiple dissimilarity matrices","display_name":"A relational fuzzy c-means clustering algorithm based on multiple dissimilarity matrices","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2078548092","doi":"https://doi.org/10.1109/isda.2010.5687292","mag":"2078548092"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2010.5687292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5079004987","display_name":"Francisco de A.T. de Carvalho","orcid":"https://orcid.org/0000-0003-1128-745X"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco de A. T. de Carvalho","raw_affiliation_strings":["Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110308233","display_name":"Filipe M. de Melo","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Filipe M. de Melo","raw_affiliation_strings":["Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110144643","display_name":"Yves Lechevallier","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Yves Lechevallier","raw_affiliation_strings":["Projet Axis, INRIA, Paris-Rocquencourt, Le Chesnay Cedex, France","Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil","Paris-Rocquencourt, INRIA, Le Chesnay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Projet Axis, INRIA, Paris-Rocquencourt, Le Chesnay Cedex, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Centro de Informatica - CIn, Universidade Federal de Pernambuco - UFPE, Recife, Brasil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Paris-Rocquencourt, INRIA, Le Chesnay, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9958000183105469,"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":0.9958000183105469,"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":0.983299970626831,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7255699634552002},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6568160653114319},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5721352696418762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.560693621635437},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5583274364471436},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5278114080429077},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48671677708625793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48196789622306824},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4420086443424225},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4105866551399231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37379634380340576},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35609740018844604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3380526006221771},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0761646032333374}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7255699634552002},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6568160653114319},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5721352696418762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.560693621635437},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5583274364471436},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5278114080429077},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48671677708625793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48196789622306824},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4420086443424225},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4105866551399231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37379634380340576},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35609740018844604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3380526006221771},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0761646032333374},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2010.5687292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2010.5687292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 10th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1549152550","https://openalex.org/W1973892392","https://openalex.org/W1992419399","https://openalex.org/W2061039682","https://openalex.org/W2087916849","https://openalex.org/W2090582154","https://openalex.org/W2113076747","https://openalex.org/W2153233077","https://openalex.org/W2999729612","https://openalex.org/W3085162807","https://openalex.org/W4235169531"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919","https://openalex.org/W4214571255"],"abstract_inverted_index":{"This":[0,57],"paper":[1],"introduces":[2],"a":[3,27,39,63,67,77],"relational":[4],"fuzzy":[5,64],"c-means":[6],"clustering":[7],"algorithm":[8,58],"that":[9],"is":[10,24,59],"able":[11],"to":[12,25,37,61,75,103],"partition":[13,65],"objects":[14],"taking":[15],"into":[16],"account":[17],"simultaneously":[18],"several":[19],"dissimilarity":[20,33,55,82],"matrices.":[21],"The":[22],"aim":[23],"obtain":[26,38],"collaborative":[28],"role":[29],"of":[30,52,116],"the":[31,114,117],"different":[32,50,99],"matrices":[34,44],"in":[35],"order":[36],"final":[40],"consensus":[41],"partition.":[42],"These":[43,89],"could":[45],"have":[46],"been":[47],"obtained":[48],"using":[49],"sets":[51],"variables":[53],"and":[54,66,97],"functions.":[56],"designed":[60],"give":[62],"prototype":[68],"for":[69,80],"each":[70,81,94],"cluster":[71,102],"as":[72,74],"well":[73],"learn":[76],"relevance":[78,90],"weight":[79],"matrix":[83],"by":[84],"optimizing":[85],"an":[86],"objective":[87],"function.":[88],"weights":[91],"change":[92],"at":[93],"algorithm's":[95],"iteration":[96],"are":[98],"from":[100,108],"one":[101],"another.":[104],"Experiments":[105],"with":[106],"datasets":[107],"UCI":[109],"machine":[110],"learning":[111],"repository":[112],"show":[113],"usefulness":[115],"proposed":[118],"algorithm.":[119]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
