{"id":"https://openalex.org/W4407669125","doi":"https://doi.org/10.1177/1088467x251314322","title":"Low-rank multi-view subspace clustering via adaptive weight","display_name":"Low-rank multi-view subspace clustering via adaptive weight","publication_year":2025,"publication_date":"2025-02-16","ids":{"openalex":"https://openalex.org/W4407669125","doi":"https://doi.org/10.1177/1088467x251314322"},"language":"en","primary_location":{"id":"doi:10.1177/1088467x251314322","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1088467x251314322","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"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":"Intelligent Data Analysis: An International Journal","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/A5110348795","display_name":"Y. Jiao","orcid":"https://orcid.org/0000-0002-2189-3237"},"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":"Yuanyuan Jiao","raw_affiliation_strings":["National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2189-3237","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043591894","display_name":"Xiao Ouyang","orcid":null},"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":"Xiao Ouyang","raw_affiliation_strings":["College of Science, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-0268-2334","affiliations":[{"raw_affiliation_string":"College of Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055645580","display_name":"Ruidong Fan","orcid":"https://orcid.org/0009-0005-1276-466X"},"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":true,"raw_author_name":"Ruidong Fan","raw_affiliation_strings":["College of Science, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0005-1276-466X","affiliations":[{"raw_affiliation_string":"College of Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091529433","display_name":"Chenping Hou","orcid":"https://orcid.org/0000-0002-9335-0469"},"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":true,"raw_author_name":"Chenping Hou","raw_affiliation_strings":["College of Science, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055645580","https://openalex.org/A5091529433"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01778002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"6","first_page":"1367","last_page":"1378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9980999827384949,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6553245782852173},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6155343651771545},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5415655970573425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4401160478591919},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43601831793785095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4192810356616974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4087459444999695},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11003714799880981}],"concepts":[{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6553245782852173},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6155343651771545},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5415655970573425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4401160478591919},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43601831793785095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4192810356616974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4087459444999695},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11003714799880981}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1088467x251314322","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1088467x251314322","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"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":"Intelligent Data Analysis: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5670962352","display_name":null,"funder_award_id":"62036013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8178587797","display_name":null,"funder_award_id":"62136005","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1997201895","https://openalex.org/W2032642422","https://openalex.org/W2166782149","https://openalex.org/W2197707282","https://openalex.org/W2405459681","https://openalex.org/W2551492216","https://openalex.org/W2608603161","https://openalex.org/W2619871843","https://openalex.org/W2787885212","https://openalex.org/W2808465901","https://openalex.org/W2898233200","https://openalex.org/W2904646080","https://openalex.org/W2944309706","https://openalex.org/W2994725852","https://openalex.org/W2997739739","https://openalex.org/W3041199288","https://openalex.org/W3045679024","https://openalex.org/W3134214794","https://openalex.org/W3163957165","https://openalex.org/W3165231040","https://openalex.org/W3175014629","https://openalex.org/W3184340199","https://openalex.org/W3199202744","https://openalex.org/W3200696353","https://openalex.org/W3201171461","https://openalex.org/W4286267876","https://openalex.org/W4289341676","https://openalex.org/W4304091814","https://openalex.org/W4379208636","https://openalex.org/W4380683160","https://openalex.org/W4387107875","https://openalex.org/W4399435737"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W2364594919","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W2219338811","https://openalex.org/W2149583853","https://openalex.org/W2143002539","https://openalex.org/W4293472652","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Multi-view":[0,60],"subspace":[1,54],"clustering,":[2],"which":[3],"aims":[4],"to":[5,93,104,140],"partition":[6],"a":[7,13,51],"set":[8],"of":[9,24,36,75,86,90,97,144],"multi-source":[10],"data":[11,25],"into":[12,72],"common":[14,107],"space,":[15],"has":[16],"recently":[17],"attracted":[18],"wide":[19],"attention":[20],"in":[21,39,45,102],"the":[22,34,41,69,73,84,87,95,98,106,113,125,142,145],"field":[23],"analysis":[26],"and":[27,44,80,119,148],"machine":[28],"learning.":[29],"Traditional":[30],"algorithms":[31],"may":[32],"face":[33],"problem":[35],"high":[37],"complexity":[38],"calculating":[40],"self-expression":[42,70,88,114],"matrix":[43,71,89,109],"turning":[46],"parameter.":[47],"This":[48],"paper":[49],"proposes":[50],"novel":[52],"multi-view":[53],"clustering":[55],"model":[56],"termed":[57],"as":[58],"Low-rank":[59],"Subspace":[61],"Clustering":[62],"via":[63],"Adaptive":[64],"Weight":[65],"(LMSCAW).":[66],"LMSCAW":[67,111],"decomposes":[68],"product":[74],"two":[76],"low-rank":[77],"representation":[78,108],"matrices":[79,115],"thus":[81],"can":[82],"fix":[83],"rank":[85],"each":[91,122],"view":[92,123],"increase":[94],"stability":[96],"algorithm.":[99],"In":[100],"addition,":[101],"order":[103],"learn":[105],"better,":[110],"fuses":[112],"among":[116],"multiple":[117,135],"views":[118],"implicitly":[120],"weights":[121],"by":[124],"Frobenius":[126],"norm":[127],"without":[128],"additional":[129],"parameters.":[130],"Extensive":[131],"experimental":[132],"results":[133],"on":[134],"benchmark":[136],"datasets":[137],"are":[138],"provided":[139],"show":[141],"effectiveness":[143],"proposed":[146],"algorithm":[147],"its":[149],"superior":[150],"performance":[151],"over":[152],"other":[153],"state-of-the-art":[154],"methods.":[155]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
