{"id":"https://openalex.org/W4406857497","doi":"https://doi.org/10.1109/tmm.2025.3535360","title":"Multi-View Clustering via Multi-Stage Fusion","display_name":"Multi-View Clustering via Multi-Stage Fusion","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857497","doi":"https://doi.org/10.1109/tmm.2025.3535360"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535360","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","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/A5103283484","display_name":"Gan Yu","orcid":"https://orcid.org/0000-0003-2820-7620"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Gan","raw_affiliation_strings":["College of Computer Science, Wuhan University of Science and Technology and Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan, China","College of Computer Science, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Wuhan University of Science and Technology and Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"College of Computer Science, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033566587","display_name":"Yunning You","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunning You","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037501616","display_name":"Junjie Huang","orcid":"https://orcid.org/0000-0003-2986-4665"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Huang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009327506","display_name":"Sen Xiang","orcid":"https://orcid.org/0000-0001-5384-0730"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Xiang","raw_affiliation_strings":["School of Information Science and Technology, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033240507","display_name":"Chang Tang","orcid":"https://orcid.org/0000-0002-6515-7696"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Tang","raw_affiliation_strings":["School of Software Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Computer Science, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101882780","display_name":"Wei Hu","orcid":"https://orcid.org/0000-0003-1204-8880"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Hu","raw_affiliation_strings":["College of Computer Science, Wuhan University of Science and Technology and Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan, China","College of Computer Science, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Wuhan University of Science and Technology and Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"College of Computer Science, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021902921","display_name":"Shan An","orcid":"https://orcid.org/0000-0001-7796-6952"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan An","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103283484"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":17.8781,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.99322378,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"27","issue":null,"first_page":"4571","last_page":"4583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9725000262260437,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9725000262260437,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9678999781608582,"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/computer-science","display_name":"Computer science","score":0.8223556876182556},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5780495405197144},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4395105242729187},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3400779962539673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3395249843597412}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8223556876182556},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5780495405197144},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4395105242729187},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3400779962539673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3395249843597412},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535360","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1302184585","display_name":null,"funder_award_id":"2025AFA113","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G6330077812","display_name":null,"funder_award_id":"62476258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W201974436","https://openalex.org/W1638081485","https://openalex.org/W1907775068","https://openalex.org/W2133576408","https://openalex.org/W2147278762","https://openalex.org/W2740464254","https://openalex.org/W2742098698","https://openalex.org/W2756626360","https://openalex.org/W2787425086","https://openalex.org/W2809506935","https://openalex.org/W2891953767","https://openalex.org/W2899604627","https://openalex.org/W2913653723","https://openalex.org/W2921065608","https://openalex.org/W2929030401","https://openalex.org/W2940009787","https://openalex.org/W2947617682","https://openalex.org/W2963891399","https://openalex.org/W2965174731","https://openalex.org/W2965510190","https://openalex.org/W2972477132","https://openalex.org/W2983639458","https://openalex.org/W2988613494","https://openalex.org/W3023700315","https://openalex.org/W3025752507","https://openalex.org/W3037214631","https://openalex.org/W3080113507","https://openalex.org/W3087781490","https://openalex.org/W3120689699","https://openalex.org/W3128355817","https://openalex.org/W3132087600","https://openalex.org/W3149863265","https://openalex.org/W3160166991","https://openalex.org/W3165231040","https://openalex.org/W3173944171","https://openalex.org/W3176815366","https://openalex.org/W3189601601","https://openalex.org/W3201683003","https://openalex.org/W3204479763","https://openalex.org/W3211275894","https://openalex.org/W4214544745","https://openalex.org/W4283796605","https://openalex.org/W4285603490","https://openalex.org/W4288061794","https://openalex.org/W4292854290","https://openalex.org/W4312238451","https://openalex.org/W4312560884","https://openalex.org/W4312709072","https://openalex.org/W4315926876","https://openalex.org/W4324292597","https://openalex.org/W4367849720","https://openalex.org/W4377079796","https://openalex.org/W4382202887","https://openalex.org/W4385453528","https://openalex.org/W4396753439","https://openalex.org/W4399576023"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,53,74,206],"(MVC)":[2],"exploits":[3],"the":[4,35,52,89,103,110,134,157,166,172,179,204,209,234,245],"information":[5,29,46,67,101],"captured":[6],"from":[7,123,148],"diverse":[8],"views":[9],"to":[10,98,107,177,218,232],"partition":[11,147,176,201],"data":[12,48,105,125,132,146,175],"into":[13,94],"different":[14],"groups":[15],"and":[16,49,91,106,188,199,212,254],"attracts":[17],"much":[18],"attention":[19],"recently.":[20],"Despite":[21],"significant":[22],"progress,":[23],"most":[24],"MVC":[25],"methods":[26],"fuse":[27],"multi-view":[28,66,73,104,124,131],"via":[30],"one-stage":[31],"fusion":[32,39,84,93,136,140,211,214],"while":[33],"neglecting":[34],"merits":[36],"of":[37,112,159,247,252],"multi-stage":[38,83],"which":[40,86,155],"causes":[41],"insufficient":[42],"in":[43,72,133,250],"utilizing":[44],"rich":[45],"within":[47],"therefore":[50],"degrades":[51],"performance.":[54,224],"To":[55],"this":[56,77],"end,":[57],"designing":[58],"a":[59,69,81,118,142,192],"functional":[60],"framework":[61],"that":[62],"can":[63],"fully":[64],"exploit":[65],"becomes":[68],"key":[70],"challenge":[71],"research.":[75],"In":[76],"paper,":[78],"we":[79,116,164,194],"propose":[80],"novel":[82],"method,":[85],"elegantly":[87],"unifies":[88],"late":[90,139,210],"early":[92,135,213],"one":[95],"unified":[96],"framework,":[97],"capture":[99],"sufficient":[100],"underlying":[102],"effectively":[108],"reduce":[109],"effect":[111],"low-quality":[113,160],"views.":[114],"Specifically,":[115],"construct":[117],"low":[119,167],"dimensional":[120,168],"latent":[121,169],"representation":[122,170,202],"by":[126,152,183],"learning":[127],"proper":[128],"correlation":[129],"among":[130],"stage.":[137],"The":[138],"establishes":[141],"new":[143],"optimal":[144],"combinational":[145,174],"base":[149],"partitions":[150],"constructed":[151],"spectral":[153],"clustering,":[154],"suppresses":[156],"influence":[158],"basic":[161],"partitions.":[162],"Then":[163],"couple":[165],"with":[171],"learned":[173,217],"share":[178],"same":[180],"cluster":[181],"structure":[182],"<inline-formula":[184],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[185],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[186],"notation=\"LaTeX\">$k$</tex-math></inline-formula>-means":[187],"maximization":[189],"alignment.":[190],"As":[191],"result,":[193],"collaboratively":[195],"learn":[196],"an":[197,226],"accurate":[198],"robust":[200],"for":[203,222],"following":[205],"task.":[207],"Besides,":[208],"are":[215],"jointly":[216],"achieve":[219],"mutual":[220],"collaboration":[221],"better":[223],"Finally,":[225],"alternating":[227],"optimization":[228,236],"algorithm":[229],"is":[230],"designed":[231],"solve":[233],"resultant":[235],"problem.":[237],"Extensive":[238],"experiments":[239],"conducted":[240],"on":[241],"eight":[242],"datasets":[243],"show":[244],"superiority":[246],"our":[248],"method":[249],"terms":[251],"effectiveness":[253],"efficiency.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":8}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
