{"id":"https://openalex.org/W3002865660","doi":"https://doi.org/10.3233/jifs-190380","title":"Incomplete multi-view spectral clustering","display_name":"Incomplete multi-view spectral clustering","publication_year":2020,"publication_date":"2020-01-20","ids":{"openalex":"https://openalex.org/W3002865660","doi":"https://doi.org/10.3233/jifs-190380","mag":"3002865660"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190380","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190380","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5103212997","display_name":"Qianli Zhao","orcid":"https://orcid.org/0000-0003-1161-887X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianli Zhao","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030649664","display_name":"Linlin Zong","orcid":"https://orcid.org/0000-0002-1116-1016"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linlin Zong","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006269113","display_name":"Xianchao Zhang","orcid":"https://orcid.org/0000-0002-0180-3740"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianchao Zhang","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114594132","display_name":"Xinyue Liu","orcid":"https://orcid.org/0000-0002-4063-5129"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyue Liu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003746498","display_name":"Hong Yu","orcid":"https://orcid.org/0000-0003-0667-8413"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Yu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030649664"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.2608,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61170124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"38","issue":"3","first_page":"2991","last_page":"3001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9901999831199646,"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":0.9901999831199646,"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":0.9865000247955322,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9702000021934509,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.7651746273040771},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7557132244110107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.662803053855896},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.6375834345817566},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5040401816368103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49932026863098145},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49401146173477173},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4770966172218323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43132826685905457},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3443058729171753},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3240494728088379},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10012838244438171}],"concepts":[{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.7651746273040771},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7557132244110107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.662803053855896},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.6375834345817566},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5040401816368103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49932026863098145},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49401146173477173},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4770966172218323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43132826685905457},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3443058729171753},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3240494728088379},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10012838244438171},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190380","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190380","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W201974436","https://openalex.org/W203516808","https://openalex.org/W297461772","https://openalex.org/W1879834137","https://openalex.org/W2013029404","https://openalex.org/W2019247858","https://openalex.org/W2019885956","https://openalex.org/W2050997020","https://openalex.org/W2101324110","https://openalex.org/W2124890708","https://openalex.org/W2132914434","https://openalex.org/W2133576408","https://openalex.org/W2135029798","https://openalex.org/W2136294701","https://openalex.org/W2142674578","https://openalex.org/W2147278762","https://openalex.org/W2154415691","https://openalex.org/W2165874743","https://openalex.org/W2169529055","https://openalex.org/W2176433868","https://openalex.org/W2181159407","https://openalex.org/W2199534117","https://openalex.org/W2210977594","https://openalex.org/W2270614106","https://openalex.org/W2279323413","https://openalex.org/W2318871451","https://openalex.org/W2398118205","https://openalex.org/W2401276602","https://openalex.org/W2405459681","https://openalex.org/W2508122452","https://openalex.org/W2518130590","https://openalex.org/W2563908351","https://openalex.org/W2572663323","https://openalex.org/W2587115404","https://openalex.org/W2605146283","https://openalex.org/W2608812095","https://openalex.org/W2788811707","https://openalex.org/W2804557543","https://openalex.org/W2887425327","https://openalex.org/W2963517422","https://openalex.org/W2964809302","https://openalex.org/W6676223633","https://openalex.org/W6680012447","https://openalex.org/W6682991666","https://openalex.org/W6684578312","https://openalex.org/W6684909094","https://openalex.org/W6685357932","https://openalex.org/W6685423869","https://openalex.org/W6687389927","https://openalex.org/W6726071329","https://openalex.org/W6731815755","https://openalex.org/W6752355065"],"related_works":["https://openalex.org/W2371352078","https://openalex.org/W2953461625","https://openalex.org/W2077383796","https://openalex.org/W2080136900","https://openalex.org/W2999799752","https://openalex.org/W2372768926","https://openalex.org/W2054458431","https://openalex.org/W1482912984","https://openalex.org/W1457719682","https://openalex.org/W4312820490"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,33,42,94],"algorithms":[2],"mostly":[3],"apply":[4],"to":[5,104,129,164,177],"data":[6,46,81],"without":[7],"incomplete":[8,37,45,65,92,191],"instances.":[9],"However,":[10],"in":[11,98,135],"real-world":[12],"applications,":[13],"representations":[14],"for":[15,64,120],"the":[16,51,106,112,142,150,156,161,166,186],"same":[17,167],"instance":[18,168],"are":[19],"probably":[20],"absent":[21],"from":[22,35,110],"several":[23,190],"but":[24],"not":[25],"all":[26,111],"views.":[27,70,113],"This":[28],"incompleteness":[29],"disables":[30],"traditional":[31],"multi-view":[32,38,41,93,157],"methods":[34,43,53,61,76],"grouping":[36,80],"data.":[39],"Recently,":[40],"on":[44,149,189],"have":[47,54],"been":[48],"proposed,":[49],"and":[50],"existing":[52],"two":[55,69],"limitations.":[56],"One":[57],"is":[58,73],"that":[59,74],"most":[60,75],"were":[62,77],"developed":[63],"datasets":[66],"only":[67],"with":[68,82],"The":[71],"other":[72],"incapable":[78],"of":[79,145,185],"complex":[83],"distributions.":[84],"In":[85],"this":[86],"paper,":[87],"we":[88,100,140,171],"propose":[89],"a":[90,117,132,136,173],"novel":[91,174],"algorithm":[95,188],"named":[96],"IMSVC,":[97],"which":[99],"adopt":[101],"spectral":[102],"analysis":[103],"supervise":[105],"common":[107],"representation":[108,133],"extracted":[109],"Firstly,":[114],"IMVSC":[115,154],"constructs":[116,155],"bipartite":[118,146],"graph":[119,147],"each":[121],"view.":[122],"By":[123],"introducing":[124],"an":[125],"instance-view":[126],"indicator":[127],"matrix":[128],"indicate":[130],"whether":[131],"exists":[134],"view":[137],"or":[138],"not,":[139],"calculate":[141],"edge":[143],"weights":[144],"based":[148],"point-to-point":[151],"similarity.":[152],"Secondly,":[153],"relationship":[158],"by":[159],"guiding":[160],"multiple":[162],"views":[163],"share":[165],"partitioning.":[169],"Finally,":[170],"create":[172],"iterative":[175],"method":[176],"optimize":[178],"IMVSC.":[179],"Experimental":[180],"results":[181],"show":[182],"sound":[183],"performance":[184],"proposed":[187],"datasets.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}