{"id":"https://openalex.org/W4413785220","doi":"https://doi.org/10.1109/tfuzz.2025.3597439","title":"Multiview Fuzzy Clustering for Multilayer and Multiattribute Graphs","display_name":"Multiview Fuzzy Clustering for Multilayer and Multiattribute Graphs","publication_year":2025,"publication_date":"2025-08-28","ids":{"openalex":"https://openalex.org/W4413785220","doi":"https://doi.org/10.1109/tfuzz.2025.3597439"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2025.3597439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3597439","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","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/A5029054193","display_name":"Xianghui Hu","orcid":"https://orcid.org/0000-0001-7137-2416"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghui Hu","raw_affiliation_strings":["School of Automation, Zhejiang Normal University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7137-2416","affiliations":[{"raw_affiliation_string":"School of Automation, Zhejiang Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332941","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-6153-8619"},"institutions":[{"id":"https://openalex.org/I4210090971","display_name":"Southeast University","ror":"https://ror.org/00cf0ab87","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210090971"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["BD","CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Monash University-Southeast University Joint Research Institute, Southeast University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University-Southeast University Joint Research Institute, Southeast University, Suzhou, China","institution_ids":["https://openalex.org/I4210090971","https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103268543","display_name":"Guorui Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorui Chen","raw_affiliation_strings":["College of Software Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108053572","display_name":"Yiming Tang","orcid":"https://orcid.org/0000-0002-0917-2277"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Tang","raw_affiliation_strings":["Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, China","Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-0917-2277","affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine, School of Computer and Information, Hefei University of Technology, Hefei, Anhui, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Measurement and Control Systems, Silesian University of Technology, Gliwice, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9335-9930","affiliations":[{"raw_affiliation_string":"Department of Measurement and Control Systems, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017286061","display_name":"Yichuan Jiang","orcid":"https://orcid.org/0000-0002-7349-5249"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichuan Jiang","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7349-5249","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85620522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"33","issue":"11","first_page":"3930","last_page":"3945"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.953499972820282,"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":0.953499972820282,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6676791906356812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6047543287277222},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4894791841506958},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4765232801437378},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44987714290618896},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44179555773735046},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40508532524108887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3975372910499573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3615655303001404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33716943860054016}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6676791906356812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6047543287277222},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4894791841506958},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4765232801437378},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44987714290618896},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44179555773735046},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40508532524108887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3975372910499573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3615655303001404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33716943860054016},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2025.3597439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3597439","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3943330822","display_name":null,"funder_award_id":"62303111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5485152655","display_name":null,"funder_award_id":"62576088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5547720881","display_name":null,"funder_award_id":"2022M720715","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6054829509","display_name":null,"funder_award_id":"62576130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7897190081","display_name":null,"funder_award_id":"62076060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G835042968","display_name":null,"funder_award_id":"62176083","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8701826164","display_name":null,"funder_award_id":"62476121","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W1902027874","https://openalex.org/W1972969203","https://openalex.org/W1995450389","https://openalex.org/W2020836902","https://openalex.org/W2051224630","https://openalex.org/W2085487226","https://openalex.org/W2117968640","https://openalex.org/W2130623086","https://openalex.org/W2141429283","https://openalex.org/W2154851992","https://openalex.org/W2279323413","https://openalex.org/W2301166038","https://openalex.org/W2335920499","https://openalex.org/W2584959193","https://openalex.org/W2748391982","https://openalex.org/W2808361044","https://openalex.org/W2921065608","https://openalex.org/W2922101780","https://openalex.org/W2950125590","https://openalex.org/W2962756421","https://openalex.org/W2962779748","https://openalex.org/W2994741010","https://openalex.org/W3012918605","https://openalex.org/W3014514478","https://openalex.org/W3034903580","https://openalex.org/W3103253084","https://openalex.org/W3165231040","https://openalex.org/W3189403855","https://openalex.org/W4235169531","https://openalex.org/W4244393449","https://openalex.org/W4288776216","https://openalex.org/W4312251623","https://openalex.org/W4360753265","https://openalex.org/W4385232475","https://openalex.org/W4389076299","https://openalex.org/W4389317742","https://openalex.org/W4391648902","https://openalex.org/W4407598808","https://openalex.org/W4408010126"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"Multi-view":[0],"attributed":[1],"graphs":[2],"(MVAGs)":[3],"provide":[4],"rich":[5],"structural":[6],"and":[7,20,57,75,95,103,117,137,153],"attribute":[8],"information,":[9],"but":[10],"existing":[11],"clustering":[12,62,123,147],"methods":[13,148],"struggle":[14],"to":[15,38,128],"jointly":[16],"exploit":[17],"multi-view":[18,131],"attributes":[19],"multiple":[21,158],"graph":[22],"structures.":[23],"Moreover,":[24],"they":[25],"often":[26],"focus":[27],"on":[28,86,134,149],"either":[29],"visible":[30],"view":[31],"collaboration":[32],"or":[33],"hidden":[34],"feature":[35,98],"extraction,":[36],"failing":[37],"capture":[39],"the":[40,43],"synergy":[41],"between":[42,115],"two.":[44],"To":[45,100],"address":[46],"these":[47,130],"challenges,":[48],"we":[49,105],"propose":[50],"ITF-MVFC":[51,67,143],"(Multi-View":[52],"Fuzzy":[53],"Clustering":[54],"with":[55],"Intrinsic":[56],"Topological":[58],"Features),":[59],"a":[60,78,121],"novel":[61],"model":[63],"designed":[64],"for":[65],"MVAGs.":[66],"first":[68],"constructs":[69],"proximity":[70],"matrices":[71],"from":[72],"topological":[73,96,118],"connections":[74],"then":[76],"introduces":[77],"Double":[79],"Visible-Hidden":[80],"Feature":[81],"Extraction":[82],"(DVHFE)":[83],"mechanism":[84],"based":[85],"non-negative":[87],"matrix":[88],"factorization":[89],"(NMF).":[90],"This":[91],"extracts":[92],"both":[93,150],"intrinsic":[94,116],"visible-hidden":[97],"representations.":[99,132],"enhance":[101],"sparsity":[102],"interpretability,":[104],"further":[106],"employ":[107],"network":[108],"lasso":[109],"regularization,":[110],"enabling":[111],"effective":[112],"cooperative":[113],"learning":[114],"views.":[119],"Finally,":[120],"fuzzy":[122],"objective":[124],"function":[125],"is":[126],"established":[127],"integrate":[129],"Experiments":[133],"synthetic,":[135],"real-world,":[136],"large":[138],"size":[139],"datasets":[140],"show":[141],"that":[142],"consistently":[144],"outperforms":[145],"state-of-the-art":[146],"external":[151],"metrics":[152],"internal":[154],"validation":[155],"indices":[156],"across":[157],"datasets.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}