{"id":"https://openalex.org/W4399939175","doi":"https://doi.org/10.1109/tetci.2024.3412999","title":"Consistency and Diversity Induced Tensorized Multi-View Subspace Clustering","display_name":"Consistency and Diversity Induced Tensorized Multi-View Subspace Clustering","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4399939175","doi":"https://doi.org/10.1109/tetci.2024.3412999"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3412999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3412999","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/A5076284657","display_name":"Chunming Xiao","orcid":"https://orcid.org/0000-0002-7290-897X"},"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":"Chunming Xiao","raw_affiliation_strings":["School of Automation, Key Laboratory of Intelligent Detection, Internet of Things in Manufacturing, Ministry of Education, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7290-897X","affiliations":[{"raw_affiliation_string":"School of Automation, Key Laboratory of Intelligent Detection, Internet of Things in Manufacturing, Ministry of Education, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015796350","display_name":"Yonghui Huang","orcid":"https://orcid.org/0009-0003-0518-1605"},"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":"Yonghui Huang","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-0518-1605","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/A5090225684","display_name":"Haonan Huang","orcid":"https://orcid.org/0000-0001-7223-5202"},"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":"Haonan Huang","raw_affiliation_strings":["School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7223-5202","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/A5083182987","display_name":"Qibin Zhao","orcid":"https://orcid.org/0000-0002-4442-3182"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qibin Zhao","raw_affiliation_strings":["RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-4442-3182","affiliations":[{"raw_affiliation_string":"RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090101808","display_name":"Guoxu Zhou","orcid":"https://orcid.org/0000-0003-1187-577X"},"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":"Guoxu Zhou","raw_affiliation_strings":["School of Automation, 111 Center for Intelligent Batch Manufacturing Based on IoT Technology, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1187-577X","affiliations":[{"raw_affiliation_string":"School of Automation, 111 Center for Intelligent Batch Manufacturing Based on IoT Technology, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8328,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87183779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"798","last_page":"809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9686999917030334,"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":0.9686999917030334,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.6823592185974121},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6149159669876099},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5792035460472107},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5545276999473572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44247910380363464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3915461301803589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3824189007282257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3342133164405823},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3338802456855774},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16173112392425537},{"id":"https://openalex.org/keywords/anthropology","display_name":"Anthropology","score":0.0664510428905487}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6823592185974121},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6149159669876099},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5792035460472107},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5545276999473572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44247910380363464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3915461301803589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3824189007282257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3342133164405823},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3338802456855774},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16173112392425537},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0664510428905487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3412999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3412999","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/G3882248935","display_name":"\u57fa\u4e8e\u5f20\u91cf\u7f51\u7edc\u8868\u5f81\u7684\u673a\u5668\u5b66\u4e60\u7406\u8bba\u4e0e\u7b97\u6cd5\u7814\u7a76","funder_award_id":"62071132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4870084479","display_name":null,"funder_award_id":"62073087","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W201974436","https://openalex.org/W1159302035","https://openalex.org/W1501500081","https://openalex.org/W1907775068","https://openalex.org/W1931947167","https://openalex.org/W1993962865","https://openalex.org/W1997201895","https://openalex.org/W2003217181","https://openalex.org/W2032642422","https://openalex.org/W2103972604","https://openalex.org/W2113333558","https://openalex.org/W2118475084","https://openalex.org/W2134529554","https://openalex.org/W2182038401","https://openalex.org/W2197707282","https://openalex.org/W2199534117","https://openalex.org/W2565835729","https://openalex.org/W2604723872","https://openalex.org/W2737186053","https://openalex.org/W2740464254","https://openalex.org/W2741692041","https://openalex.org/W2741998188","https://openalex.org/W2892816441","https://openalex.org/W2945718439","https://openalex.org/W2949579163","https://openalex.org/W2969773064","https://openalex.org/W3072262295","https://openalex.org/W3154138201","https://openalex.org/W3184340199","https://openalex.org/W3212782154","https://openalex.org/W4283827931","https://openalex.org/W4292943136","https://openalex.org/W4312530587","https://openalex.org/W4312709072","https://openalex.org/W4386470328","https://openalex.org/W6675134712","https://openalex.org/W6731811539","https://openalex.org/W6788247690"],"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":{"Tensorizedmulti-view":[0],"subspace":[1,28,65],"clustering":[2,10,29,148],"has":[3],"attracted":[4],"intensive":[5],"attention":[6],"to":[7,44,78,86],"achieve":[8],"promising":[9],"performance":[11],"by":[12,98,126],"effectively":[13],"modeling":[14],"both":[15,109],"consistency":[16,57,110],"and":[17,58,111],"high-order":[18,112],"correlation":[19,113],"structure":[20],"from":[21],"multiple":[22],"views.":[23,92],"However,":[24],"existing":[25],"tensorized":[26,63],"multi-view":[27,56,64,116,147],"methods":[30],"often":[31],"neglect":[32],"the":[33,55,68,80,100,119,127,141,145],"prevalent":[34],"diversity":[35,59,69],"among":[36],"different":[37,91],"views,":[38],"which":[39,106],"are":[40],"specific":[41],"attributes":[42],"unique":[43,81],"each":[45,84],"view.":[46],"In":[47,67],"this":[48],"paper,":[49],"we":[50,94],"focus":[51],"on":[52,135],"simultaneously":[53],"exploiting":[54],"information":[60,114],"in":[61],"a":[62],"framework.":[66],"part,":[70],"an":[71],"additional":[72],"position-aware":[73],"exclusivity":[74],"term":[75],"is":[76],"introduced":[77],"explore":[79,95],"features":[82],"of":[83,115,131],"view":[85],"enhance":[87],"feature":[88],"complementarity":[89],"between":[90],"Meanwhile,":[93],"inter-view":[96],"similarity":[97],"minimizing":[99],"tensor":[101],"Schatten":[102],"<italic":[103],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[104],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">p</i>-norm,":[105],"well":[107],"captures":[108],"data.":[117],"Then,":[118],"objective":[120],"function":[121],"can":[122],"be":[123],"efficiently":[124],"optimized":[125],"alternating":[128],"direction":[129],"method":[130,143],"multipliers.":[132],"Extensive":[133],"experiments":[134],"eight":[136],"benchmark":[137],"datasets":[138],"demonstrate":[139],"that":[140],"proposed":[142],"outperforms":[144],"state-of-the-art":[146],"methods.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
