{"id":"https://openalex.org/W4409657273","doi":"https://doi.org/10.1145/3696410.3714545","title":"EVA-MVC: Equitable View-weight Allocation for Generic Multi-View Clustering","display_name":"EVA-MVC: Equitable View-weight Allocation for Generic Multi-View Clustering","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409657273","doi":"https://doi.org/10.1145/3696410.3714545"},"language":"en","primary_location":{"id":"doi:10.1145/3696410.3714545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714545","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714545","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yuan Fang","orcid":"https://orcid.org/0009-0005-4122-3889"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuan Fang","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117243204","display_name":"Xiaofeng Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Feng","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060131062","display_name":"Geping Yang","orcid":"https://orcid.org/0000-0003-1403-3324"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Geping Yang","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076948208","display_name":"Ruichu Cai","orcid":"https://orcid.org/0000-0001-8972-167X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruichu Cai","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102931099","display_name":"Yiyang Yang","orcid":"https://orcid.org/0000-0002-9306-4489"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Yang","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066286956","display_name":"Zhiguo Gong","orcid":"https://orcid.org/0000-0002-4588-890X"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhiguo Gong","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Macao, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101432634","display_name":"Zhifeng Hao","orcid":"https://orcid.org/0000-0002-9731-1504"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Hao","raw_affiliation_strings":["College of Engineering, Shantou University, Shantou, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0355909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2992","last_page":"3003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9987000226974487,"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":0.9987000226974487,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9932000041007996,"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/T11106","display_name":"Data Management and Algorithms","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171132564544678},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6678317785263062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22034457325935364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171132564544678},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6678317785263062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22034457325935364}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3696410.3714545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714545","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696410.3714545","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696410.3714545","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696410.3714545","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1334762759","display_name":null,"funder_award_id":"6212202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1641778575","display_name":null,"funder_award_id":"51501194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G167464954","display_name":null,"funder_award_id":"U24A20233","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2236945492","display_name":null,"funder_award_id":"2021ZD0111501","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G2444603483","display_name":null,"funder_award_id":"2020B121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3271603901","display_name":null,"funder_award_id":"62122022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4197854740","display_name":null,"funder_award_id":"-0018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8007181506","display_name":null,"funder_award_id":"62122022","funder_id":"https://openalex.org/F4320333688","funder_display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China"},{"id":"https://openalex.org/G8369339599","display_name":null,"funder_award_id":"122022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8513333314","display_name":null,"funder_award_id":"2021ZD01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8819344089","display_name":null,"funder_award_id":"U24A2023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311133","display_name":"United Mitochondrial Disease Foundation","ror":"https://ror.org/0528q0t18"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null},{"id":"https://openalex.org/F4320333688","display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409657273.pdf","grobid_xml":"https://content.openalex.org/works/W4409657273.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1520757484","https://openalex.org/W1856765846","https://openalex.org/W2019885956","https://openalex.org/W2043545458","https://openalex.org/W2142674578","https://openalex.org/W2197707282","https://openalex.org/W2199534117","https://openalex.org/W2301166038","https://openalex.org/W2587115404","https://openalex.org/W2779176574","https://openalex.org/W2787885212","https://openalex.org/W2805867381","https://openalex.org/W2891953767","https://openalex.org/W2897402090","https://openalex.org/W2994725852","https://openalex.org/W2997739739","https://openalex.org/W2998358581","https://openalex.org/W3010905193","https://openalex.org/W3021342796","https://openalex.org/W3045679024","https://openalex.org/W3118054267","https://openalex.org/W3136737181","https://openalex.org/W3154861349","https://openalex.org/W3165231040","https://openalex.org/W3183515060","https://openalex.org/W3205485865","https://openalex.org/W4200226646","https://openalex.org/W4213069590","https://openalex.org/W4250657332","https://openalex.org/W4289341676","https://openalex.org/W4290927762","https://openalex.org/W4308950926","https://openalex.org/W4313254641","https://openalex.org/W4315926876","https://openalex.org/W4321479930","https://openalex.org/W4323338655","https://openalex.org/W4323664888","https://openalex.org/W4372353001","https://openalex.org/W4382202985","https://openalex.org/W4385610655","https://openalex.org/W4386083068","https://openalex.org/W4386435736","https://openalex.org/W4391046439","https://openalex.org/W4393160318","https://openalex.org/W4401607888","https://openalex.org/W4402727918","https://openalex.org/W6600109629","https://openalex.org/W6601141708"],"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":{"Contemporary":[0],"datasets":[1,24],"sourced":[2],"from":[3,13],"the":[4,30,60,77,145],"web":[5],"often":[6],"adopt":[7],"a":[8,41,153],"multiview":[9],"format,":[10],"collecting":[11],"data":[12],"diverse":[14,134],"sources,":[15],"domains,":[16],"or":[17,27,111,119],"modules.Existing":[18],"methodologies":[19],"employed":[20],"to":[21,76],"analyze":[22],"such":[23],"frequently":[25],"overlook":[26],"inaccurately":[28],"allocate":[29],"view-weights,":[31],"pivotal":[32],"metrics":[33],"reflecting":[34],"each":[35],"view's":[36],"significance.This":[37],"work":[38],"introduces":[39],"EVA-MVC,":[40],"simple":[42],"yet":[43],"effective":[44],"algorithm":[45],"designed":[46],"for":[47,128],"Equitable":[48,96],"View-weight":[49],"Allocation":[50,98],"(EVA)":[51],"seamlessly":[52],"integrated":[53],"with":[54],"arbitrary":[55],"Multi-view":[56,71],"Clustering":[57],"(MVC)":[58],"methods.Within":[59],"EVA":[61,103,142],"module,":[62],"we":[63],"establish":[64],"theoretical":[65],"connections":[66],"between":[67],"view":[68],"supplementarity":[69,93],"and":[70,106],"Subspace":[72],"Learning":[73],"(MSL),":[74],"leading":[75],"partition":[78],"of":[79,109,147],"views":[80],"into":[81],"View":[82],"Communities":[83],"(VCs)":[84],"based":[85],"on":[86],"these":[87],"foundational":[88],"principles.These":[89],"VCs":[90],"exhibit":[91],"internal":[92],"similarities,":[94],"facilitating":[95],"View-weights":[97],"through":[99],"VCspecific":[100],"MSL.The":[101],"proposed":[102],"process":[104],"precedes":[105],"operates":[107],"independently":[108],"traditional":[110],"SOTA":[112],"MVC":[113,129,149],"approaches,":[114],"requiring":[115],"no":[116],"additional":[117],"processing":[118],"specialized":[120],"design,":[121],"making":[122],"it":[123],"an":[124],"ideal":[125],"preprocessing":[126],"step":[127],"applications.Through":[130],"comprehensive":[131],"evaluations":[132],"across":[133],"multi-view":[135],"datasets,":[136],"our":[137,141],"findings":[138],"reveal":[139],"that":[140],"significantly":[143],"enhances":[144],"effectiveness":[146],"mainstream":[148],"frameworks,":[150],"resulting":[151],"in":[152],"notable":[154],"performance":[155],"improvement.":[156]},"counts_by_year":[],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}