{"id":"https://openalex.org/W2735886284","doi":"https://doi.org/10.1109/ijcnn.2017.7966377","title":"Analysis of the influence of diversity in collaborative and multi-view clustering","display_name":"Analysis of the influence of diversity in collaborative and multi-view clustering","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735886284","doi":"https://doi.org/10.1109/ijcnn.2017.7966377","mag":"2735886284"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"preprint","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/A5103021210","display_name":"J\u00e9r\u00e9mie Sublime","orcid":"https://orcid.org/0000-0003-0508-8550"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]},{"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/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jeremie Sublime","raw_affiliation_strings":["RDI Team - ISEP, LISITE Laboratory, Paris, France","Sorbonne Paris Cit\u00e9, Universit\u00e9 Paris 13, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"RDI Team - ISEP, LISITE Laboratory, Paris, France","institution_ids":["https://openalex.org/I122941322"]},{"raw_affiliation_string":"Sorbonne Paris Cit\u00e9, Universit\u00e9 Paris 13, Villetaneuse, France","institution_ids":["https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038788971","display_name":"Basarab Mate\u00ef","orcid":"https://orcid.org/0000-0001-7946-530X"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"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/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Basarab Matei","raw_affiliation_strings":["Sorbonne Paris Cit\u00e9, Universit\u00e9 Paris 13, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Paris Cit\u00e9, Universit\u00e9 Paris 13, Villetaneuse, France","institution_ids":["https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I204730241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050034279","display_name":"Pierre-Alexandre Murena","orcid":"https://orcid.org/0000-0003-4586-9511"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Alexandre Murena","raw_affiliation_strings":["LTCI CNRS, Universit\u00e9 Paris-Saclay, Paris, France"],"affiliations":[{"raw_affiliation_string":"LTCI CNRS, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103021210"],"corresponding_institution_ids":["https://openalex.org/I122941322","https://openalex.org/I204730241","https://openalex.org/I4210091279","https://openalex.org/I4210091437"],"apc_list":null,"apc_paid":null,"fwci":1.37507783,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84048196,"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":"4126","last_page":"4133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","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/T10637","display_name":"Advanced Clustering Algorithms Research","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/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"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":0.9231796264648438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7622147798538208},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6035496592521667},{"id":"https://openalex.org/keywords/biclustering","display_name":"Biclustering","score":0.5961039066314697},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5566467046737671},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.5247926115989685},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4853347837924957},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4538598358631134},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45259711146354675},{"id":"https://openalex.org/keywords/constrained-clustering","display_name":"Constrained clustering","score":0.44295886158943176},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4194833040237427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3829607367515564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3246237635612488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07721570134162903}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9231796264648438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7622147798538208},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6035496592521667},{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.5961039066314697},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5566467046737671},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.5247926115989685},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4853347837924957},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4538598358631134},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45259711146354675},{"id":"https://openalex.org/C27964816","wikidata":"https://www.wikidata.org/wiki/Q5164359","display_name":"Constrained clustering","level":5,"score":0.44295886158943176},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4194833040237427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3829607367515564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3246237635612488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07721570134162903},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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":26,"referenced_works":["https://openalex.org/W1505527421","https://openalex.org/W1638141342","https://openalex.org/W1964445786","https://openalex.org/W1971829078","https://openalex.org/W1973892392","https://openalex.org/W1974603499","https://openalex.org/W1987971958","https://openalex.org/W2049633694","https://openalex.org/W2051224630","https://openalex.org/W2053742104","https://openalex.org/W2055957309","https://openalex.org/W2065883076","https://openalex.org/W2066425372","https://openalex.org/W2099715980","https://openalex.org/W2108502868","https://openalex.org/W2149159134","https://openalex.org/W2156617549","https://openalex.org/W2169709322","https://openalex.org/W2247086850","https://openalex.org/W2308829252","https://openalex.org/W2402655115","https://openalex.org/W2798766386","https://openalex.org/W4298253254","https://openalex.org/W4396738453","https://openalex.org/W6712787104","https://openalex.org/W6844352865"],"related_works":["https://openalex.org/W3146523624","https://openalex.org/W2311450085","https://openalex.org/W1577058187","https://openalex.org/W3124860551","https://openalex.org/W2071000654","https://openalex.org/W2551136488","https://openalex.org/W2473745301","https://openalex.org/W1597284285","https://openalex.org/W2309230723","https://openalex.org/W2473308841"],"abstract_inverted_index":{"Multi-source":[0],"clustering":[1,15,30,34,82],"is":[2,11],"common":[3],"data":[4],"mining":[5],"task":[6],"the":[7,22,69,80,105,108],"aim":[8],"of":[9,21,28,56,61],"which":[10,97],"to":[12,17,71,79],"use":[13],"several":[14,39],"algorithms":[16,40,64,98],"analyze":[18],"different":[19,109],"aspects":[20],"same":[23],"data.":[24],"Well":[25],"known":[26],"applications":[27],"multi-source":[29],"include":[31],"horizontal":[32],"collaborative":[33],"and":[35,65],"multi-view":[36],"clustering,":[37],"where":[38],"combine":[41],"their":[42,48,101],"strengths":[43],"by":[44],"exchanging":[45],"information":[46,102],"about":[47],"finding":[49],"on":[50,104],"local":[51],"structures":[52],"with":[53],"a":[54,89],"goal":[55],"mutual":[57],"improvement.":[58],"However,":[59],"many":[60],"these":[62],"proposed":[63],"statistical":[66],"models":[67],"lack":[68],"capability":[70],"detect":[72],"weak":[73],"collaborations":[74],"that":[75,93],"may":[76],"prove":[77],"detrimental":[78],"global":[81],"process.":[83],"In":[84],"this":[85],"article,":[86],"we":[87],"propose":[88],"weighing":[90],"optimization":[91],"method":[92],"will":[94],"help":[95],"detecting":[96],"should":[99],"exchange":[100],"based":[103],"diversity":[106],"between":[107],"algorithms'":[110],"solutions.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}