{"id":"https://openalex.org/W2181139552","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337802","title":"Fuzzy co-clustering with automated variable weighting","display_name":"Fuzzy co-clustering with automated variable weighting","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2181139552","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337802","mag":"2181139552"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337802","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/A5052803333","display_name":"Charlotte Laclau","orcid":null},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Charlotte Laclau","raw_affiliation_strings":["LIPADE - University Paris Descartes, 45 rue des Saint-Peres, 75006, France","LIPADE - EA 2517 - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)"],"affiliations":[{"raw_affiliation_string":"LIPADE - University Paris Descartes, 45 rue des Saint-Peres, 75006, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I110736937"]},{"raw_affiliation_string":"LIPADE - EA 2517 - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210159731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079004987","display_name":"Francisco de A.T. de Carvalho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113996","display_name":"Centro Universit\u00e1rio da Cidade","ror":"https://ror.org/032bg8m67","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210113996"]},{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco De A. T. de Carvalho","raw_affiliation_strings":["Centro de Informatica - CIn/UFPE, Av. Prof. Luiz Freire, s/n, Cidade Universitaria, CEP 50.740-540 Recife, PE, Brazil","CIn - Centro de Informatica UFPE [Recife] (Av. Prof. Luiz Freire s/n - Cidade Universitaria - CEP 50740-540 Recife-PE - Brazil)"],"affiliations":[{"raw_affiliation_string":"Centro de Informatica - CIn/UFPE, Av. Prof. Luiz Freire, s/n, Cidade Universitaria, CEP 50.740-540 Recife, PE, Brazil","institution_ids":["https://openalex.org/I4210113996"]},{"raw_affiliation_string":"CIn - Centro de Informatica UFPE [Recife] (Av. Prof. Luiz Freire s/n - Cidade Universitaria - CEP 50740-540 Recife-PE - Brazil)","institution_ids":["https://openalex.org/I4210123235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007054746","display_name":"Mohamed Nadif","orcid":null},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Nadif","raw_affiliation_strings":["LIPADE - University Paris Descartes, 45 rue des Saint-Peres, 75006, France","LIPADE - EA 2517 - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)"],"affiliations":[{"raw_affiliation_string":"LIPADE - University Paris Descartes, 45 rue des Saint-Peres, 75006, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I110736937"]},{"raw_affiliation_string":"LIPADE - EA 2517 - Laboratoire d'Informatique Paris Descartes (Centre universitaire des Saints P\u00e8res\r\n45 rue des Saints-Peres\r\n75270 PARIS CEDEX 06 - France)","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052803333"],"corresponding_institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241","https://openalex.org/I4210159731"],"apc_list":null,"apc_paid":null,"fwci":0.4466,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77427617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9936000108718872,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6171749234199524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.609754741191864},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.6028671860694885},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5852493047714233},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5485714673995972},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5240176916122437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5212938785552979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4172629117965698},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3573320508003235},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3410126566886902},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0435030460357666}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6171749234199524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609754741191864},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.6028671860694885},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5852493047714233},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5485714673995972},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5240176916122437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5212938785552979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4172629117965698},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3573320508003235},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3410126566886902},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0435030460357666},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337802","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"},{"id":"pmh:oai:HAL:hal-01262893v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01262893","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2015, &#x27E8;10.1109/FUZZ-IEEE.2015.7337802&#x27E9;","raw_type":"Books"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W109280845","https://openalex.org/W1493217831","https://openalex.org/W1604023711","https://openalex.org/W1950259624","https://openalex.org/W1963478531","https://openalex.org/W1981472895","https://openalex.org/W1995036197","https://openalex.org/W2072017174","https://openalex.org/W2080295262","https://openalex.org/W2098418076","https://openalex.org/W2107430396","https://openalex.org/W2120887445","https://openalex.org/W2133149215","https://openalex.org/W2133576408","https://openalex.org/W2138570191","https://openalex.org/W2144544802","https://openalex.org/W2169710451","https://openalex.org/W2180590172","https://openalex.org/W2488068782","https://openalex.org/W2906964422","https://openalex.org/W2999729612","https://openalex.org/W4235169531","https://openalex.org/W4245155814","https://openalex.org/W4285719527","https://openalex.org/W4298882835","https://openalex.org/W6629329278","https://openalex.org/W6640723927","https://openalex.org/W6680765659","https://openalex.org/W7037416921"],"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":{"We":[0,79],"propose":[1],"two":[2],"fuzzy":[3,44,50,60],"co-clustering":[4,74,99],"algorithms":[5],"based":[6],"on":[7,87],"the":[8,25,98],"double":[9,45,53,61],"Kmeans":[10,46,54,62],"algorithm.":[11],"Fuzzy":[12],"approaches":[13],"are":[14],"known":[15],"to":[16],"require":[17],"more":[18],"computation":[19],"time":[20],"than":[21],"hard":[22],"ones":[23],"but":[24],"fuzziness":[26],"principle":[27],"allows":[28],"a":[29,49],"description":[30],"of":[31,52,67],"uncertainties":[32],"that":[33],"often":[34],"appears":[35],"in":[36,97],"real":[37,93],"world":[38],"applications.":[39],"The":[40,56],"first":[41],"algorithm":[42],"proposed,":[43],"(FDK)":[47],"is":[48,64],"version":[51],"(DK).":[55],"second":[57],"algorithm,":[58],"weighted":[59],"(W-FDK),":[63],"an":[65],"extension":[66],"FDK":[68],"with":[69,89],"automated":[70],"variable":[71],"weighting":[72],"allowing":[73],"and":[75,92],"feature":[76],"selection":[77],"simultaneously.":[78],"illustrate":[80],"our":[81],"contribution":[82],"using":[83],"Monte":[84],"Carlo":[85],"simulations":[86],"datasets":[88,94],"different":[90],"parameters":[91],"commonly":[95],"used":[96],"context.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
