{"id":"https://openalex.org/W4324292597","doi":"https://doi.org/10.1109/tnnls.2023.3253246","title":"Efficient and Effective One-Step Multiview Clustering","display_name":"Efficient and Effective One-Step Multiview Clustering","publication_year":2023,"publication_date":"2023-03-14","ids":{"openalex":"https://openalex.org/W4324292597","doi":"https://doi.org/10.1109/tnnls.2023.3253246","pmid":"https://pubmed.ncbi.nlm.nih.gov/37028351"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3253246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3253246","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5071759267","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-5838-9846"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5838-9846","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033240507","display_name":"Chang Tang","orcid":"https://orcid.org/0000-0002-6515-7696"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Tang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-6515-7696","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043935709","display_name":"Zhiguo Wan","orcid":"https://orcid.org/0000-0003-1319-1224"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Wan","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1319-1224","affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079321466","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-8947-9067"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Computer Networks, Shandong Computer Science Center (National Supercomputing Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Shandong Computer Science Center (National Supercomputing Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-8947-9067","affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Computer Networks, Shandong Computer Science Center (National Supercomputing Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputing Center in Jinan), Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010771726","display_name":"Kun Sun","orcid":"https://orcid.org/0000-0002-9503-3969"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Sun","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-9503-3969","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["School of Information Technologies, The University of Sydney, Camperdown, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3090-1059","affiliations":[{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Camperdown, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":106.7604,"has_fulltext":false,"cited_by_count":116,"citation_normalized_percentile":{"value":0.99975878,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"9","first_page":"12224","last_page":"12235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9840999841690063,"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/T11439","display_name":"Video Analysis and Summarization","score":0.98089998960495,"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":0.869149923324585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6494516134262085},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5461699366569519},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.463077187538147},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.46143126487731934},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.45958274602890015},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44887402653694153},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4122988283634186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4038178026676178},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3687313199043274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3207901120185852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24314752221107483}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.869149923324585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6494516134262085},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5461699366569519},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.463077187538147},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.46143126487731934},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.45958274602890015},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44887402653694153},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4122988283634186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4038178026676178},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3687313199043274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3207901120185852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24314752221107483},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3253246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3253246","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37028351","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37028351","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2876678771","display_name":null,"funder_award_id":"62176242","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3027599166","display_name":null,"funder_award_id":"ZR2021LZH001","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5816263883","display_name":null,"funder_award_id":"62076228","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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W62192748","https://openalex.org/W297461772","https://openalex.org/W1907775068","https://openalex.org/W1988569689","https://openalex.org/W2035979693","https://openalex.org/W2089609272","https://openalex.org/W2108502868","https://openalex.org/W2147278762","https://openalex.org/W2161997479","https://openalex.org/W2169529055","https://openalex.org/W2399260173","https://openalex.org/W2604723872","https://openalex.org/W2740420891","https://openalex.org/W2741998188","https://openalex.org/W2752197020","https://openalex.org/W2756626360","https://openalex.org/W2808858332","https://openalex.org/W2809506935","https://openalex.org/W2893652381","https://openalex.org/W2895618192","https://openalex.org/W2904419448","https://openalex.org/W2921065608","https://openalex.org/W2955976549","https://openalex.org/W2972477132","https://openalex.org/W2988613494","https://openalex.org/W2996771119","https://openalex.org/W2997739739","https://openalex.org/W3003590623","https://openalex.org/W3025752507","https://openalex.org/W3083518266","https://openalex.org/W3089039599","https://openalex.org/W3093207983","https://openalex.org/W3096372148","https://openalex.org/W3118054267","https://openalex.org/W3120689699","https://openalex.org/W3128355817","https://openalex.org/W3134487894","https://openalex.org/W3151867486","https://openalex.org/W3165231040","https://openalex.org/W3176947484","https://openalex.org/W3205485865","https://openalex.org/W3205512245","https://openalex.org/W4214544745","https://openalex.org/W4292157310","https://openalex.org/W4292854290","https://openalex.org/W4312238451","https://openalex.org/W4367849720","https://openalex.org/W6682991666","https://openalex.org/W6683255826","https://openalex.org/W6685357932","https://openalex.org/W6731811539"],"related_works":["https://openalex.org/W1999117613","https://openalex.org/W2040929534","https://openalex.org/W3022637481","https://openalex.org/W2393816671","https://openalex.org/W3120229345","https://openalex.org/W2804957450","https://openalex.org/W3144143113","https://openalex.org/W3039964395","https://openalex.org/W2111119584","https://openalex.org/W1887359504"],"abstract_inverted_index":{"Multiview":[0],"clustering":[1,21,55,73,81,159,176],"algorithms":[2],"have":[3],"attracted":[4],"intensive":[5],"attention":[6],"and":[7,69,157,172],"achieved":[8],"superior":[9],"performance":[10,191],"in":[11,23],"various":[12],"fields":[13],"recently.":[14],"Despite":[15],"the":[16,53,90,93,104,112,122,131,151,158,165,183,193],"great":[17],"success":[18],"of":[19,30,65,97,153,199],"multiview":[20,72],"methods":[22],"realistic":[24],"applications,":[25],"we":[26],"observe":[27],"that":[28,182],"most":[29],"them":[31],"are":[32,108],"difficult":[33],"to":[34,36,40,51,78,89,110],"apply":[35],"large-scale":[37],"datasets":[38],"due":[39],"their":[41],"cubic":[42],"complexity.":[43],"Moreover,":[44],"they":[45],"usually":[46],"use":[47],"a":[48,60,84,118,162,174],"two-stage":[49],"scheme":[50],"obtain":[52,80,173],"discrete":[54],"labels,":[56],"which":[57,103,135],"inevitably":[58],"causes":[59],"suboptimal":[61],"solution.":[62],"In":[63,147],"light":[64],"this,":[66],"an":[67],"efficient":[68],"effective":[70],"one-step":[71],"(E2OMVC)":[74],"method":[75,185],"is":[76,100,136,202],"proposed":[77,184],"directly":[79,128],"indicators":[82],"with":[83],"small-time":[85],"burden.":[86],"Specifically,":[87],"according":[88],"anchor":[91],"graphs,":[92],"smaller":[94],"similarity":[95],"graph":[96],"each":[98,170],"view":[99],"constructed,":[101],"from":[102,130,144],"low-dimensional":[105],"latent":[106,113,141,155],"features":[107],"generated":[109],"form":[111],"partition":[114,133,142],"representation.":[115],"By":[116],"introducing":[117],"label":[119],"discretization":[120],"mechanism,":[121],"binary":[123],"indicator":[124],"matrix":[125],"can":[126,168,186],"be":[127],"obtained":[129],"unified":[132],"representation":[134],"formed":[137],"by":[138,149],"fusing":[139],"all":[140,154],"representations":[143],"different":[145],"views.":[146],"addition,":[148],"coupling":[150],"fusion":[152],"information":[156],"task":[160],"into":[161],"joint":[163],"framework,":[164],"two":[166],"processes":[167],"help":[169],"other":[171],"better":[175,190],"result.":[177],"Extensive":[178],"experimental":[179],"results":[180],"demonstrate":[181],"achieve":[187],"comparable":[188],"or":[189],"than":[192],"state-of-the-art":[194],"methods.":[195],"The":[196],"demo":[197],"code":[198],"this":[200],"work":[201],"publicly":[203],"available":[204],"at":[205],"https://github.com/WangJun2023/EEOMVC.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":48},{"year":2023,"cited_by_count":13}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
