{"id":"https://openalex.org/W4400418492","doi":"https://doi.org/10.1007/s40747-024-01509-w","title":"Multi-view subspace clustering based on multi-order neighbor diffusion","display_name":"Multi-view subspace clustering based on multi-order neighbor diffusion","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400418492","doi":"https://doi.org/10.1007/s40747-024-01509-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01509-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01509-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01509-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","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/s40747-024-01509-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014017132","display_name":"Yin Long","orcid":"https://orcid.org/0000-0001-9714-5350"},"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":true,"raw_author_name":"Yin Long","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China"],"raw_orcid":"https://orcid.org/0000-0001-9714-5350","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102807348","display_name":"Hongbin Xu","orcid":"https://orcid.org/0000-0002-6586-100X"},"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":"Hongbin Xu","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666554","display_name":"Yang Xiang","orcid":"https://orcid.org/0000-0001-5252-0831"},"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":"Yang Xiang","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020765322","display_name":"Chrisy Xiyu Du","orcid":"https://orcid.org/0000-0002-1881-7102"},"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":"Xiyu Du","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101394437","display_name":"Yanying Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210095398","display_name":"Mianyang Central Hospital","ror":"https://ror.org/00s528j33","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210095398"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanying Yang","raw_affiliation_strings":["School of Medicine: Affiliated Hospital in Mianyang, The University of Electronic Science and Technology of China, No. 12 Changjia Lane, Mianyang, 621000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine: Affiliated Hospital in Mianyang, The University of Electronic Science and Technology of China, No. 12 Changjia Lane, Mianyang, 621000, China","institution_ids":["https://openalex.org/I4210095398","https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101594946","display_name":"Xujian Zhao","orcid":"https://orcid.org/0000-0003-4717-9231"},"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":"Xujian Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, No. 59, Qinglong Road, Fucheng District, Mianyang, 621010, China","institution_ids":["https://openalex.org/I1297991670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014017132"],"corresponding_institution_ids":["https://openalex.org/I1297991670"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.3311,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63482055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"5","first_page":"7143","last_page":"7161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9993000030517578,"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/T13567","display_name":"AI and Multimedia in Education","score":0.9993000030517578,"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/T13161","display_name":"Ideological and Political Education","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9567999839782715,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7930251955986023},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6521276235580444},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5830603241920471},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5719631910324097},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5372735261917114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4494202435016632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39583712816238403},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36015957593917847},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34207451343536377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2921290695667267},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19253966212272644},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1064525842666626}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7930251955986023},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6521276235580444},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5830603241920471},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5719631910324097},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5372735261917114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4494202435016632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39583712816238403},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36015957593917847},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34207451343536377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2921290695667267},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19253966212272644},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1064525842666626},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01509-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01509-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01509-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f351b517d59a4880b191285e39ec1cc4","is_oa":true,"landing_page_url":"https://doaj.org/article/f351b517d59a4880b191285e39ec1cc4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 5, Pp 7143-7161 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01509-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01509-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01509-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G4200988844","display_name":null,"funder_award_id":"62101467","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5419001925","display_name":null,"funder_award_id":"62101467.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320319946","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400418492.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1975172027","https://openalex.org/W1981276685","https://openalex.org/W2009228073","https://openalex.org/W2560674852","https://openalex.org/W2590019597","https://openalex.org/W2604272474","https://openalex.org/W2604275585","https://openalex.org/W2740464254","https://openalex.org/W2783367877","https://openalex.org/W2808465901","https://openalex.org/W2884865240","https://openalex.org/W2886267910","https://openalex.org/W2893652381","https://openalex.org/W2898233200","https://openalex.org/W2904419448","https://openalex.org/W2906529026","https://openalex.org/W2921065608","https://openalex.org/W2929030401","https://openalex.org/W2954752948","https://openalex.org/W2981206386","https://openalex.org/W2987021044","https://openalex.org/W2996771119","https://openalex.org/W2998124973","https://openalex.org/W2998273948","https://openalex.org/W2998313713","https://openalex.org/W2998358581","https://openalex.org/W3010905193","https://openalex.org/W3021342796","https://openalex.org/W3030153091","https://openalex.org/W3034978379","https://openalex.org/W3047358409","https://openalex.org/W3129809292","https://openalex.org/W3167593369","https://openalex.org/W3169978599","https://openalex.org/W3176728172","https://openalex.org/W4223514112","https://openalex.org/W4312745543","https://openalex.org/W4375868934","https://openalex.org/W4385311455"],"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/W2130386332","https://openalex.org/W1120847856"],"abstract_inverted_index":{"Abstract":[0],"Multi-view":[1],"subspace":[2,245],"clustering":[3,246],"(MVC)":[4],"intends":[5],"to":[6,29,89,107,121,127,155,181],"separate":[7],"out":[8],"samples":[9],"via":[10],"integrating":[11],"the":[12,21,25,30,35,39,43,49,52,58,62,79,82,91,96,100,109,112,123,129,135,143,158,170,176,189,197,212,237,240,251],"complementary":[13,54,84],"information":[14,23,59,94,103,216],"from":[15,42],"diverse":[16],"views.":[17],"In":[18,184],"MVC,":[19],"since":[20],"structural":[22,93,102],"in":[24,78],"graph":[26,31,41,64],"is":[27,140,149,163,179],"crucial":[28],"learning,":[32],"most":[33],"of":[34,132,146,169,239],"existing":[36,252],"algorithms":[37],"construct":[38],"superficial":[40,63],"original":[44],"data":[45,190],"by":[46,61,69,248],"directly":[47],"measuring":[48],"similarity":[50],"between":[51,95],"first-order":[53],"nearest":[55],"neighbors.":[56],"However,":[57],"provided":[60],"structure":[65,199,243],"would":[66],"be":[67,204,223],"influenced":[68],"contaminated":[70],"or":[71],"absent":[72],"samples.":[73,125],"To":[74],"address":[75,156],"this":[76,185],"problem,":[77],"proposed":[80],"method,":[81],"higher-order":[83,113],"neighbor":[85,114,130,137,160,198],"graphs":[86,115,131],"are":[87,119],"exploited":[88],"discover":[90],"latent":[92,101],"samples,":[97],"and":[98,175,195,214,220,226,232],"fusing":[99],"across":[104],"different":[105,117,133,173,193,201],"orders":[106,221],"achieve":[108],"MVC.":[110],"Specifically,":[111],"under":[116,172,192,200,206],"views":[118],"leveraged":[120,180],"estimate":[122],"missing":[124],"Then,":[126],"integrate":[128],"orders,":[134],"multi-order":[136,159],"diffusion":[138,147,161],"fusion":[139,148,162],"proposed.":[141],"Nevertheless,":[142],"above":[144],"problem":[145,168],"an":[150],"intractable":[151],"non-convex":[152],"issue.":[153],"Thus,":[154],"it,":[157],"considered":[164],"as":[165],"a":[166,207],"combination":[167],"solution":[171],"order,":[174],"heuristic":[177],"algorithm":[178],"solve":[182],"it.":[183],"way,":[186],"not":[187],"only":[188],"representation":[191],"view":[194],"also":[196],"order":[202],"can":[203,222],"diffused":[205],"joint":[208],"optimization":[209],"framework,":[210],"thus":[211],"consistency":[213],"integral":[215],"among":[217],"various":[218],"perspectives":[219],"utilized":[224],"effectively":[225],"simultaneously.":[227],"Experiments":[228],"on":[229],"both":[230],"incomplete":[231],"complete":[233],"multi-view":[234],"dataset":[235],"demonstrate":[236],"convincingness":[238],"high-order":[241],"neighborhood":[242],"based":[244],"scheme":[247],"comparing":[249],"with":[250],"approaches.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}