{"id":"https://openalex.org/W4413415016","doi":"https://doi.org/10.1007/s44443-025-00126-y","title":"Multi-view kernel subspace clustering with adaptive information completion and fusion for unsupervised systems","display_name":"Multi-view kernel subspace clustering with adaptive information completion and fusion for unsupervised systems","publication_year":2025,"publication_date":"2025-08-21","ids":{"openalex":"https://openalex.org/W4413415016","doi":"https://doi.org/10.1007/s44443-025-00126-y"},"language":"en","primary_location":{"id":"doi:10.1007/s44443-025-00126-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00126-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00126-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00126-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101740854","display_name":"Guo Li","orcid":"https://orcid.org/0000-0003-1284-6786"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Guo","raw_affiliation_strings":["School of Computer Engineering, Chengdu Technological University, 611730, Chengdu, China","School of Information Engineering, Southwest University of Science and Technology, 621010, Mianyang, China"],"raw_orcid":"https://orcid.org/0000-0003-1284-6786","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Chengdu Technological University, 611730, Chengdu, China","institution_ids":["https://openalex.org/I24201400","https://openalex.org/I4210125143"]},{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, 621010, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002354290","display_name":"Zhigui Liu","orcid":"https://orcid.org/0000-0003-2003-5879"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigui Liu","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology, 621010, Mianyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, 621010, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100835473","display_name":"Jiao Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Bao","raw_affiliation_strings":["School of Computer Engineering, Chengdu Technological University, 611730, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Chengdu Technological University, 611730, Chengdu, China","institution_ids":["https://openalex.org/I24201400","https://openalex.org/I4210125143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391054","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0002-3490-3836"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["School of Optics and Electronics, Beijing Institute of Technology, 100081, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optics and Electronics, Beijing Institute of Technology, 100081, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101740854"],"corresponding_institution_ids":["https://openalex.org/I1297991670","https://openalex.org/I24201400","https://openalex.org/I4210125143"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.7655,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73995692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"37","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9990000128746033,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9965000152587891,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6359171271324158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5753927826881409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5718088746070862},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5321316719055176},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.515217125415802},{"id":"https://openalex.org/keywords/conceptual-clustering","display_name":"Conceptual clustering","score":0.44186466932296753},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.395182728767395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3589457869529724},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3309822678565979},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.19361549615859985},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.1352127194404602},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.06132480502128601}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6359171271324158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5753927826881409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5718088746070862},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5321316719055176},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.515217125415802},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.44186466932296753},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.395182728767395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3589457869529724},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3309822678565979},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.19361549615859985},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.1352127194404602},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.06132480502128601}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44443-025-00126-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00126-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00126-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:56c3cccabf5043549c20a18f950f893e","is_oa":true,"landing_page_url":"https://doaj.org/article/56c3cccabf5043549c20a18f950f893e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 7, Pp 1-25 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44443-025-00126-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44443-025-00126-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44443-025-00126-y.pdf","source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1467687072","display_name":null,"funder_award_id":"U21A20157","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413415016.pdf","grobid_xml":"https://content.openalex.org/works/W4413415016.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2110158442","https://openalex.org/W2129250947","https://openalex.org/W2134529554","https://openalex.org/W2145962650","https://openalex.org/W2505029951","https://openalex.org/W2532039214","https://openalex.org/W2615186871","https://openalex.org/W2748391982","https://openalex.org/W2787885212","https://openalex.org/W2898233200","https://openalex.org/W2904965361","https://openalex.org/W2946336883","https://openalex.org/W2963165461","https://openalex.org/W2963885538","https://openalex.org/W2969209846","https://openalex.org/W2997739739","https://openalex.org/W3044747998","https://openalex.org/W3118047920","https://openalex.org/W3118235158","https://openalex.org/W3159374025","https://openalex.org/W3170468116","https://openalex.org/W4281483235","https://openalex.org/W4312193977","https://openalex.org/W4317436055","https://openalex.org/W4367663340","https://openalex.org/W4385289491","https://openalex.org/W4385696039","https://openalex.org/W4387216993","https://openalex.org/W4395008929","https://openalex.org/W4395069475","https://openalex.org/W4398793933","https://openalex.org/W4399203193","https://openalex.org/W4400726743","https://openalex.org/W4401246826","https://openalex.org/W4401816053","https://openalex.org/W4402508706","https://openalex.org/W4409363479"],"related_works":["https://openalex.org/W2765274327","https://openalex.org/W4243089816","https://openalex.org/W2964040819","https://openalex.org/W2185330350","https://openalex.org/W2575198468","https://openalex.org/W4322720815","https://openalex.org/W4366850523","https://openalex.org/W4313529667","https://openalex.org/W2607137685","https://openalex.org/W4322720812"],"abstract_inverted_index":{"Subspace":[0],"clustering":[1,103],"methods":[2],"are":[3],"increasingly":[4],"favored":[5],"in":[6,17,22,44,60,127,157],"engineering":[7],"applications":[8],"because":[9],"of":[10,70,105,124,147,155,180],"their":[11,15],"unsupervised":[12,23,158],"nature.":[13],"However,":[14],"performance":[16],"processing":[18],"multi-view":[19,112,161],"nonlinear":[20],"data":[21,37,58,113,126,162],"systems":[24],"is":[25],"often":[26],"affected":[27],"by":[28],"the":[29,68,76,102,122,141,178],"following":[30],"three":[31],"factors:":[32],"(1)":[33],"how":[34,54,65],"to":[35,48,55,66,73,94,120],"use":[36],"with":[38,91,116],"valid":[39],"information":[40,59,97,148],"from":[41,98],"each":[42,61,128],"view":[43,79],"an":[45],"appropriate":[46],"way":[47],"avoid":[49],"introducing":[50],"irrelevant":[51,96],"information;":[52],"(2)":[53],"improve":[56,121],"incomplete":[57,125],"view;":[62],"and":[63,139,144,173],"(3)":[64],"balance":[67],"contributions":[69],"different":[71,150],"views":[72],"ensure":[74],"that":[75],"most":[77],"informative":[78],"receives":[80],"adequate":[81],"attention.":[82],"In":[83],"this":[84],"research,":[85],"we":[86,131],"propose":[87],"a":[88,111,136],"multi-kernel":[89],"RPCA":[90],"graph":[92],"regulation":[93],"prevent":[95],"being":[99],"introduced":[100],"into":[101,135],"process":[104],"target":[106],"objects.":[107],"We":[108],"also":[109],"design":[110],"completion":[114],"framework":[115,138],"enhanced":[117],"low-rank":[118],"constraint":[119],"quality":[123],"view.":[129],"Furthermore,":[130],"integrate":[132],"these":[133],"components":[134],"unified":[137],"emphasize":[140],"effective":[142],"synergy":[143],"complementary":[145],"integration":[146],"across":[149],"views.":[151],"A":[152],"large":[153],"number":[154],"experiments":[156],"systems,":[159],"including":[160],"clustering,":[163],"color":[164,174],"video":[165,170],"motion":[166,171],"segmentation,":[167,176],"invisible":[168],"light":[169],"segmentation":[172],"image":[175],"demonstrate":[177],"feasibility":[179],"our":[181],"proposed":[182],"method.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}