{"id":"https://openalex.org/W4402770692","doi":"https://doi.org/10.1109/tetci.2024.3423459","title":"Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion","display_name":"Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402770692","doi":"https://doi.org/10.1109/tetci.2024.3423459"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3423459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3423459","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5061808399","display_name":"Naiyao Liang","orcid":"https://orcid.org/0000-0003-0946-7494"},"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":"Naiyao Liang","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0946-7494","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103144736","display_name":"Zuyuan Yang","orcid":"https://orcid.org/0000-0003-3646-2066"},"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":"Zuyuan Yang","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3646-2066","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076533721","display_name":"Wei Han","orcid":"https://orcid.org/0000-0001-9479-2974"},"institutions":[{"id":"https://openalex.org/I4210106004","display_name":"Guangzhou Railway Polytechnic","ror":"https://ror.org/01qjhbg05","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Han","raw_affiliation_strings":["School of Electrical Engineering, Guangzhou Railway Polytechnic, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Guangzhou Railway Polytechnic, Guangzhou, China","institution_ids":["https://openalex.org/I4210106004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062429830","display_name":"Zhenni Li","orcid":"https://orcid.org/0000-0001-8098-0341"},"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":"Zhenni Li","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8098-0341","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043262479","display_name":"Shengli Xie","orcid":"https://orcid.org/0000-0003-2041-5214"},"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":"Shengli Xie","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2041-5214","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4407,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84312019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"9","issue":"2","first_page":"2026","last_page":"2032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9620000123977661,"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":0.9620000123977661,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9480000138282776,"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":0.9225000143051147,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6013626456260681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5062450766563416},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.48587173223495483},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.458745539188385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4229074716567993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3210226893424988},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23055648803710938},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08382585644721985},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.055878251791000366}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6013626456260681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5062450766563416},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.48587173223495483},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.458745539188385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4229074716567993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3210226893424988},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23055648803710938},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08382585644721985},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.055878251791000366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3423459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3423459","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G192486371","display_name":null,"funder_award_id":"U22A20221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3300841752","display_name":null,"funder_award_id":"62073090","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3731527201","display_name":null,"funder_award_id":"62273106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5626889660","display_name":null,"funder_award_id":"2022A1515011559","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8755309670","display_name":null,"funder_award_id":"2022A1515010688","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1975172027","https://openalex.org/W1978259121","https://openalex.org/W1979089718","https://openalex.org/W2121947440","https://openalex.org/W2740464254","https://openalex.org/W2758611985","https://openalex.org/W2896169497","https://openalex.org/W2897819140","https://openalex.org/W2904698128","https://openalex.org/W2921065608","https://openalex.org/W3015232403","https://openalex.org/W3080113507","https://openalex.org/W3098802639","https://openalex.org/W3110556690","https://openalex.org/W3151867486","https://openalex.org/W3176694003","https://openalex.org/W4205657196","https://openalex.org/W4205714509","https://openalex.org/W4220944841","https://openalex.org/W4224926219","https://openalex.org/W4250589301","https://openalex.org/W4285276790","https://openalex.org/W4312505391","https://openalex.org/W4312574624","https://openalex.org/W4312709072","https://openalex.org/W4312803796","https://openalex.org/W4367016851","https://openalex.org/W4387092437","https://openalex.org/W6731811539"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"With":[0],"the":[1,49,52,67,71,76,82,92,109,112,118,127,139],"development":[2],"of":[3,51,75,111],"camera":[4],"and":[5,12,125,135],"sensor":[6],"technologies,":[7],"multi-view":[8],"data":[9],"are":[10,86],"ubiquitous":[11],"require":[13],"more":[14,37],"technologies":[15],"to":[16,69,90,130],"process":[17],"them.":[18],"Multi-view":[19],"clustering":[20],"with":[21,66,100,108],"graph":[22,63,128,141],"fusion":[23,64,129,142],"has":[24],"recently":[25],"attracted":[26],"considerable":[27],"attention":[28],"as":[29,79,81],"multiple":[30],"graphs":[31],"defined":[32],"by":[33],"views":[34],"can":[35,123],"provide":[36],"comprehensive":[38],"information":[39],"for":[40,104],"clustering.":[41],"Different":[42],"from":[43],"previous":[44],"methods":[45],"that":[46,117],"rarely":[47],"consider":[48],"locality":[50],"fused":[53,77],"graph,":[54,78,134],"in":[55],"this":[56],"paper,":[57],"we":[58,95],"propose":[59],"an$\\ell":[60],"_{0}$-norm":[61],"constrained":[62],"model":[65],"ability":[68],"preserve":[70],"consistent":[72,120],"local":[73,121],"structure":[74,122],"well":[80],"view":[83],"weights":[84],"which":[85],"obtained":[87],"adaptively.":[88],"Also,":[89],"solve":[91],"proposed":[93],"model,":[94],"design":[96],"an":[97],"efficient":[98],"algorithm":[99],"a":[101,132],"closed-form":[102],"solution":[103],"each":[105],"variable,":[106],"together":[107],"analysis":[110],"convergence.":[113],"Experimental":[114],"results":[115],"indicate":[116],"learned":[119],"refine":[124],"guide":[126],"achieve":[131],"better":[133],"our":[136],"method":[137],"outperforms":[138],"state-of-the-art":[140],"methods.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
