{"id":"https://openalex.org/W4411203505","doi":"https://doi.org/10.1109/tnnls.2025.3574885","title":"Multigranularity Information Fused Contrastive Learning With Multiview Clustering","display_name":"Multigranularity Information Fused Contrastive Learning With Multiview Clustering","publication_year":2025,"publication_date":"2025-06-11","ids":{"openalex":"https://openalex.org/W4411203505","doi":"https://doi.org/10.1109/tnnls.2025.3574885","pmid":"https://pubmed.ncbi.nlm.nih.gov/40498613"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2025.3574885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2025.3574885","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/A5014589017","display_name":"Hengrong Ju","orcid":"https://orcid.org/0000-0001-9894-9844"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengrong Ju","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0001-9894-9844","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Lu","orcid":"https://orcid.org/0009-0002-3332-4354"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Lu","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0009-0002-3332-4354","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069969191","display_name":"Weiping Ding","orcid":"https://orcid.org/0000-0002-3180-7347"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0002-3180-7347","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603513","display_name":"Wei Zhang","orcid":"https://orcid.org/0009-0003-5785-7363"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0009-0003-5785-7363","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030350248","display_name":"Xibei Yang","orcid":"https://orcid.org/0000-0001-9708-1027"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xibei Yang","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0001-9708-1027","affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, China","institution_ids":["https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8898,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97193323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"36","issue":"10","first_page":"18915","last_page":"18929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.8894000053405762,"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":0.8894000053405762,"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":0.8833000063896179,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.8044999837875366,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7038431763648987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5948597192764282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.532468318939209},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35030657052993774},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32906782627105713}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7038431763648987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5948597192764282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.532468318939209},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35030657052993774},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32906782627105713}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2025.3574885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2025.3574885","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:40498613","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40498613","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/G1591510878","display_name":null,"funder_award_id":"62006128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3711735600","display_name":null,"funder_award_id":"61976120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4286351655","display_name":null,"funder_award_id":"U2433216","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G640233089","display_name":null,"funder_award_id":"62076111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7476944060","display_name":null,"funder_award_id":"BK20231337","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7804298508","display_name":null,"funder_award_id":"JC2024044","funder_id":"https://openalex.org/F4320316882","funder_display_name":"Natural Science Foundation of Nantong City"}],"funders":[{"id":"https://openalex.org/F4320316882","display_name":"Natural Science Foundation of Nantong City","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1987971958","https://openalex.org/W2032642422","https://openalex.org/W2100495367","https://openalex.org/W2154324994","https://openalex.org/W2165835468","https://openalex.org/W2649783443","https://openalex.org/W2770645414","https://openalex.org/W2779176574","https://openalex.org/W2787885212","https://openalex.org/W2797653144","https://openalex.org/W2895210058","https://openalex.org/W2898233200","https://openalex.org/W2914095169","https://openalex.org/W2919115771","https://openalex.org/W2965624713","https://openalex.org/W2997546679","https://openalex.org/W2997707481","https://openalex.org/W3035524453","https://openalex.org/W3044096495","https://openalex.org/W3087124270","https://openalex.org/W3118287609","https://openalex.org/W3136208589","https://openalex.org/W3143119099","https://openalex.org/W3165231040","https://openalex.org/W3173972271","https://openalex.org/W3192375950","https://openalex.org/W3212813052","https://openalex.org/W4230734561","https://openalex.org/W4287891019","https://openalex.org/W4312973985","https://openalex.org/W4317743260","https://openalex.org/W4323338655","https://openalex.org/W4380300753","https://openalex.org/W4385556382","https://openalex.org/W4386071520","https://openalex.org/W4387681935","https://openalex.org/W4387968141","https://openalex.org/W4390324872","https://openalex.org/W4390873400","https://openalex.org/W4392694056","https://openalex.org/W4392768373","https://openalex.org/W4393375081","https://openalex.org/W4394862694","https://openalex.org/W4400229240","https://openalex.org/W4402776594","https://openalex.org/W4403791316"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Contrastive":[0],"multiview":[1,21],"clustering":[2,77,80,133,137,162],"(MVC)":[3],"has":[4],"emerged":[5],"as":[6],"a":[7,64,89,147],"mainstream":[8],"approach":[9,152],"in":[10,67,143],"MVC":[11,97],"due":[12],"to":[13,127,131,155],"its":[14],"superior":[15],"representation":[16],"learning":[17,22,95,123,151],"capabilities.":[18],"Traditional":[19],"contrastive":[20,68,94,122,150],"methods":[23],"extract":[24],"both":[25,42],"low-":[26,105],"and":[27,106,113,135,159,165],"high-level":[28,35,107],"information":[29,36,45,75,92,158],"from":[30],"raw":[31],"data.":[32],"However,":[33],"only":[34],"is":[37,125,153,183],"utilized":[38],"for":[39,48],"clustering.":[40],"Since":[41],"types":[43],"of":[44,60,73,103],"are":[46,109],"essential":[47],"effective":[49],"clustering,":[50],"this":[51,86],"limitation":[52],"hampers":[53],"performance.":[54,81,179],"Moreover,":[55],"effectively":[56],"quantifying":[57],"the":[58,71,101,177],"importance":[59],"different":[61],"views":[62],"remains":[63],"critical":[65],"challenge":[66],"MVC.":[69],"Additionally,":[70],"absence":[72],"structural":[74,157],"during":[76],"further":[78],"weakens":[79],"To":[82],"address":[83],"these":[84],"issues,":[85],"article":[87],"proposes":[88],"multigranularity":[90],"(MG)":[91],"fused":[93],"with":[96],"(MGCMVC).":[98],"Inspired":[99],"by":[100,141],"concept":[102],"MG,":[104],"features":[108,130],"reconstructed":[110],"into":[111],"fine-":[112],"coarse-granularity":[114],"features.":[115],"First,":[116],"an":[117],"MG":[118,129],"adaptive":[119],"weighting":[120],"sample-level":[121],"mechanism":[124],"introduced":[126],"fuse":[128],"enhance":[132],"performance":[134,138],"mitigate":[136],"degradation":[139],"caused":[140],"variations":[142],"view":[144],"quality.":[145],"Second,":[146],"structure-oriented":[148],"cluster-level":[149],"designed":[154],"preserve":[156],"enforce":[160],"cross-view":[161],"consistency.":[163],"Extensive":[164],"comprehensive":[166],"experiments":[167],"on":[168],"ten":[169],"widely":[170],"used":[171],"datasets":[172],"demonstrate":[173],"that":[174],"MGCMVC":[175],"achieves":[176],"state-of-the-art":[178],"The":[180],"source":[181],"code":[182],"available":[184],"at":[185],"https://github.com/Luyangabc/MGCMVC.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
