{"id":"https://openalex.org/W4399177168","doi":"https://doi.org/10.3390/e26060470","title":"View-Driven Multi-View Clustering via Contrastive Double-Learning","display_name":"View-Driven Multi-View Clustering via Contrastive Double-Learning","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399177168","doi":"https://doi.org/10.3390/e26060470","pmid":"https://pubmed.ncbi.nlm.nih.gov/38920479"},"language":"en","primary_location":{"id":"doi:10.3390/e26060470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26060470","pdf_url":"https://www.mdpi.com/1099-4300/26/6/470/pdf?version=1716988741","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/26/6/470/pdf?version=1716988741","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113233971","display_name":"Shengcheng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengcheng Liu","raw_affiliation_strings":["Information Engineering College, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083375980","display_name":"Changming Zhu","orcid":"https://orcid.org/0000-0001-8039-5601"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changming Zhu","raw_affiliation_strings":["Information Engineering College, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109726300","display_name":"Zishi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zishi Li","raw_affiliation_strings":["Information Engineering College, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619257","display_name":"Zhiyuan Yang","orcid":"https://orcid.org/0000-0002-2250-7959"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Yang","raw_affiliation_strings":["Information Engineering College, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100930279","display_name":"Wenjie Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Gu","raw_affiliation_strings":["Information Engineering College, Shanghai Maritime University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Shanghai Maritime University, Shanghai 201306, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083375980"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.6731,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68462317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"26","issue":"6","first_page":"470","last_page":"470"},"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":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7008792161941528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646546483039856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4724319875240326}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7008792161941528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646546483039856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4724319875240326}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e26060470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26060470","pdf_url":"https://www.mdpi.com/1099-4300/26/6/470/pdf?version=1716988741","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:38920479","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38920479","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11203174","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11203174","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11203174/pdf/entropy-26-00470.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:363cbc8973e74767be3679a7f04814dc","is_oa":true,"landing_page_url":"https://doaj.org/article/363cbc8973e74767be3679a7f04814dc","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":"Entropy, Vol 26, Iss 6, p 470 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/26/6/470/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e26060470","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Entropy","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e26060470","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e26060470","pdf_url":"https://www.mdpi.com/1099-4300/26/6/470/pdf?version=1716988741","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2209529100","display_name":null,"funder_award_id":"61602296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G716290938","display_name":null,"funder_award_id":"62276164","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8513001222","display_name":null,"funder_award_id":"22ZR1427000","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399177168.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W297461772","https://openalex.org/W1523385540","https://openalex.org/W1883346539","https://openalex.org/W1907775068","https://openalex.org/W1980038761","https://openalex.org/W2100659887","https://openalex.org/W2107034620","https://openalex.org/W2112796928","https://openalex.org/W2123576058","https://openalex.org/W2138621090","https://openalex.org/W2142674578","https://openalex.org/W2154478709","https://openalex.org/W2181159407","https://openalex.org/W2187089797","https://openalex.org/W2405459681","https://openalex.org/W2572663323","https://openalex.org/W2575920881","https://openalex.org/W2605146283","https://openalex.org/W2612317298","https://openalex.org/W2619383789","https://openalex.org/W2740464254","https://openalex.org/W2741943936","https://openalex.org/W2797653144","https://openalex.org/W2809299793","https://openalex.org/W2903938664","https://openalex.org/W2942919589","https://openalex.org/W2943996654","https://openalex.org/W2945288617","https://openalex.org/W2963517422","https://openalex.org/W2963764569","https://openalex.org/W2964074409","https://openalex.org/W2964199994","https://openalex.org/W2964809302","https://openalex.org/W2965510190","https://openalex.org/W2965538838","https://openalex.org/W2966840649","https://openalex.org/W2988613494","https://openalex.org/W2995974441","https://openalex.org/W3005680577","https://openalex.org/W3008561560","https://openalex.org/W3010318487","https://openalex.org/W3012918605","https://openalex.org/W3015232403","https://openalex.org/W3035663159","https://openalex.org/W3087124270","https://openalex.org/W3099920683","https://openalex.org/W3118054267","https://openalex.org/W3165208855","https://openalex.org/W3169978599","https://openalex.org/W3173972271","https://openalex.org/W3196973577","https://openalex.org/W3208283713","https://openalex.org/W3208823574","https://openalex.org/W4210518188","https://openalex.org/W4210792995","https://openalex.org/W4214876032","https://openalex.org/W4220873374","https://openalex.org/W4224926219","https://openalex.org/W4225942313","https://openalex.org/W4226340639","https://openalex.org/W4287891019","https://openalex.org/W4289674194","https://openalex.org/W4294891374","https://openalex.org/W4312238451","https://openalex.org/W4312280106","https://openalex.org/W4312564677","https://openalex.org/W4312802153","https://openalex.org/W4312973985","https://openalex.org/W4318484840","https://openalex.org/W4318586063","https://openalex.org/W6600238479","https://openalex.org/W6601731210","https://openalex.org/W6611340967"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,35,61,72,112],"requires":[2],"simultaneous":[3],"attention":[4],"to":[5,22,50,69,81,87,103],"both":[6,52,110],"consistency":[7,42],"and":[8,113],"the":[9,63,97,105,111],"diversity":[10,45],"of":[11,99,107],"information":[12,43,83],"between":[13],"views.":[14],"Deep":[15],"learning":[16,102],"techniques":[17],"have":[18],"shown":[19],"impressive":[20],"abilities":[21],"learn":[23],"complex":[24],"features":[25],"when":[26],"working":[27],"with":[28],"extensive":[29],"datasets;":[30],"however,":[31],"existing":[32],"deep":[33],"multi-view":[34,60],"methods":[36,123],"often":[37],"focus":[38],"only":[39],"on":[40],"either":[41],"or":[44],"information,":[46],"making":[47],"it":[48,95],"difficult":[49],"balance":[51],"aspects.":[53],"Therefore,":[54],"this":[55],"paper":[56],"proposes":[57],"a":[58,78],"view-driven":[59,79],"using":[62],"contrastive":[64,101],"double-learning":[65],"method":[66,75],"(VMC-CD),":[67],"aiming":[68],"generate":[70],"better":[71],"results.":[73],"This":[74],"first":[76],"adopts":[77],"approach":[80],"consider":[82],"from":[84],"other":[85],"views":[86,108],"encourage":[88],"diversity,":[89],"thus":[90],"guiding":[91],"feature":[92,114],"learning.":[93],"Additionally,":[94],"presents":[96],"idea":[98],"dual":[100],"enhance":[104],"alignment":[106],"at":[109],"levels.":[115],"The":[116],"VMC-CD":[117],"method's":[118],"superiority":[119],"over":[120],"various":[121],"cutting-edge":[122],"is":[124],"substantiated":[125],"by":[126],"experimental":[127],"findings":[128],"across":[129],"three":[130],"datasets,":[131],"affirming":[132],"its":[133],"effectiveness.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}