{"id":"https://openalex.org/W3123906465","doi":"https://doi.org/10.1155/2021/6662989","title":"Weighted Nuclear Norm Minimization on Multimodality Clustering","display_name":"Weighted Nuclear Norm Minimization on Multimodality Clustering","publication_year":2021,"publication_date":"2021-01-28","ids":{"openalex":"https://openalex.org/W3123906465","doi":"https://doi.org/10.1155/2021/6662989","mag":"3123906465"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6662989","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6662989","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/6662989.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2021/6662989.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021176041","display_name":"Lei Du","orcid":"https://orcid.org/0000-0002-7094-2357"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Du","raw_affiliation_strings":["School of Electronics and Information Engineering, Taizhou University, Taizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Taizhou University, Taizhou, China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075966898","display_name":"Songsong Dai","orcid":"https://orcid.org/0000-0003-2283-9459"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songsong Dai","raw_affiliation_strings":["School of Electronics and Information Engineering, Taizhou University, Taizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Taizhou University, Taizhou, China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027642914","display_name":"Haifeng Song","orcid":"https://orcid.org/0000-0002-6135-1619"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haifeng Song","raw_affiliation_strings":["School of Electronics and Information Engineering, Taizhou University, Taizhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6135-1619","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Taizhou University, Taizhou, China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013272447","display_name":"Yuelong Chuang","orcid":"https://orcid.org/0000-0003-1107-1472"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuelong Chuang","raw_affiliation_strings":["School of Electronics and Information Engineering, Taizhou University, Taizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Taizhou University, Taizhou, China","institution_ids":["https://openalex.org/I82760581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006691168","display_name":"Yingying Xu","orcid":"https://orcid.org/0000-0001-6065-8742"},"institutions":[{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Xu","raw_affiliation_strings":["School of Electronics and Information Engineering, Taizhou University, Taizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Taizhou University, Taizhou, China","institution_ids":["https://openalex.org/I82760581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5027642914"],"corresponding_institution_ids":["https://openalex.org/I82760581"],"apc_list":{"value":2100,"currency":"USD","value_usd":2550},"apc_paid":{"value":2100,"currency":"USD","value_usd":2550},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01756427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9980999827384949,"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":0.9980999827384949,"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/T10057","display_name":"Face and Expression Recognition","score":0.9969000220298767,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9757000207901001,"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/multimodality","display_name":"Multimodality","score":0.8381043672561646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8056933879852295},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6161502599716187},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5624746084213257},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.5500879287719727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31010037660598755},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09983479976654053},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09419694542884827},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0825398862361908},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08196637034416199}],"concepts":[{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.8381043672561646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8056933879852295},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6161502599716187},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5624746084213257},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.5500879287719727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31010037660598755},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09983479976654053},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09419694542884827},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0825398862361908},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08196637034416199}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/6662989","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6662989","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/6662989.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2286601115f34b48980c4bbb9b28c627","is_oa":false,"landing_page_url":"https://doaj.org/article/2286601115f34b48980c4bbb9b28c627","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2021/6662989","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6662989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2021/6662989","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/6662989","pdf_url":"https://downloads.hindawi.com/journals/scn/2021/6662989.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1700311926","display_name":null,"funder_award_id":"20ny13","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1898305552","display_name":null,"funder_award_id":"LQ21A010001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G233607623","display_name":null,"funder_award_id":"LQ21F020001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3075885987","display_name":null,"funder_award_id":"LQ21F020001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4550582042","display_name":null,"funder_award_id":"2019PY014","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G4581349735","display_name":null,"funder_award_id":"1901gy20","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G4663454219","display_name":null,"funder_award_id":"1901gy20","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"},{"id":"https://openalex.org/G4675091630","display_name":null,"funder_award_id":"20ny13","funder_id":"https://openalex.org/F4320329360","funder_display_name":"Taizhou University"},{"id":"https://openalex.org/G5336907149","display_name":null,"funder_award_id":"2019PY014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5374008558","display_name":null,"funder_award_id":"LQ21F020001","funder_id":"https://openalex.org/F4320329360","funder_display_name":"Taizhou University"},{"id":"https://openalex.org/G5397422230","display_name":null,"funder_award_id":"LQ21F020001","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"},{"id":"https://openalex.org/G6419004117","display_name":null,"funder_award_id":"LQ21A010001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6823546788","display_name":null,"funder_award_id":"20ny13","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"},{"id":"https://openalex.org/G7518806246","display_name":null,"funder_award_id":"LQ21A010001","funder_id":"https://openalex.org/F4320329360","funder_display_name":"Taizhou University"},{"id":"https://openalex.org/G7896533351","display_name":null,"funder_award_id":"2019PY014","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"},{"id":"https://openalex.org/G7904306959","display_name":null,"funder_award_id":"LQ21A010001","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"},{"id":"https://openalex.org/G8018853199","display_name":null,"funder_award_id":"20ny13","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G8110138994","display_name":null,"funder_award_id":"2019PY014","funder_id":"https://openalex.org/F4320329360","funder_display_name":"Taizhou University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329360","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73"},{"id":"https://openalex.org/F4320336614","display_name":"Science and Technology Plan Project of Taizhou","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3123906465.pdf","grobid_xml":"https://content.openalex.org/works/W3123906465.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W79405465","https://openalex.org/W201974436","https://openalex.org/W1548550601","https://openalex.org/W2002329661","https://openalex.org/W2002767255","https://openalex.org/W2011430131","https://openalex.org/W2048695508","https://openalex.org/W2063437338","https://openalex.org/W2081549451","https://openalex.org/W2087962968","https://openalex.org/W2121947440","https://openalex.org/W2132914434","https://openalex.org/W2136294701","https://openalex.org/W2142674578","https://openalex.org/W2154415691","https://openalex.org/W2161160262","https://openalex.org/W2164947855","https://openalex.org/W2165874743","https://openalex.org/W2176433868","https://openalex.org/W2208100323","https://openalex.org/W2551636090","https://openalex.org/W2774245015","https://openalex.org/W4243967044","https://openalex.org/W4298427462","https://openalex.org/W4298882835","https://openalex.org/W6651074279","https://openalex.org/W6682991666","https://openalex.org/W6684578312","https://openalex.org/W6685357932","https://openalex.org/W6771508280","https://openalex.org/W6836925347"],"related_works":["https://openalex.org/W4205899436","https://openalex.org/W2462138927","https://openalex.org/W3111427900","https://openalex.org/W4302009627","https://openalex.org/W4212781403","https://openalex.org/W4388989680","https://openalex.org/W2901011898","https://openalex.org/W3160379098","https://openalex.org/W2373442452","https://openalex.org/W2748609568"],"abstract_inverted_index":{"Generally,":[0],"multimodality":[1,32,138],"data":[2,26,33,47,82],"contain":[3],"different":[4,74],"potential":[5],"information":[6],"available":[7],"and":[8,99,179],"are":[9],"capable":[10],"of":[11,45,106,112],"providing":[12],"an":[13],"enhanced":[14],"analytical":[15],"result":[16],"compared":[17],"to":[18,23,156,175],"monosource":[19],"data.":[20],"The":[21],"way":[22],"combine":[24],"the":[25,46,64,68,80,89,100,104,110,113,129,143,158,184],"plays":[27],"a":[28,43,84,137,154,163,188],"crucial":[29],"role":[30],"in":[31,48,67],"analysis":[34],"which":[35,41,141],"is":[36],"worth":[37],"investigating.":[38],"Multimodality":[39],"clustering,":[40],"seeks":[42],"partition":[44],"multiple":[49],"views,":[50],"has":[51,187],"attracted":[52],"considerable":[53],"attention,":[54],"for":[55],"example,":[56],"robust":[57],"multiview":[58],"spectral":[59],"clustering":[60,77,90,139],"(RMSC)":[61],"explicitly":[62],"handles":[63],"possible":[65],"noise":[66],"transition":[69],"probability":[70],"matrices":[71],"associated":[72],"with":[73],"views.":[75],"Spectral":[76],"algorithm":[78,140],"embeds":[79],"input":[81],"into":[83,92],"low-dimensional":[85],"representation":[86],"by":[87,146,161],"dividing":[88],"problem":[91],"<math":[93],"xmlns=\"http://www.w3.org/1998/Math/MathML\"":[94],"id=\"M1\">":[95],"<mi>k</mi>":[96],"</math>":[97],"subproblems,":[98],"corresponding":[101],"eigenvalue":[102],"reflects":[103],"loss":[105],"each":[107,123],"subproblem.":[108],"So,":[109],"eigenvalues":[111],"Laplacian":[114],"matrix":[115,145],"should":[116],"be":[117],"treated":[118],"differently,":[119],"while":[120],"RMSC":[121],"regularizes":[122],"singular":[124],"value":[125],"equally":[126],"when":[127],"recovering":[128],"low-rank":[130,144,165],"matrix.":[131,166],"In":[132,167],"this":[133],"paper,":[134],"we":[135,170],"propose":[136,153],"recovers":[142],"weighted":[147],"nuclear":[148],"norm":[149],"minimization.":[150],"We":[151],"also":[152],"method":[155,186],"evaluate":[157],"weight":[159],"vector":[160],"learning":[162],"shared":[164],"our":[168,177],"experiments,":[169],"use":[171],"several":[172],"real-world":[173],"datasets":[174],"test":[176],"method,":[178],"experimental":[180],"results":[181],"show":[182],"that":[183],"proposed":[185],"better":[189],"performance":[190],"than":[191],"other":[192],"baselines.":[193]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}