{"id":"https://openalex.org/W4413050038","doi":"https://doi.org/10.1109/tpami.2025.3596764","title":"Generalized Probabilistic Graphical Modeling for Multi-View Bipartite Graph Clustering","display_name":"Generalized Probabilistic Graphical Modeling for Multi-View Bipartite Graph Clustering","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413050038","doi":"https://doi.org/10.1109/tpami.2025.3596764","pmid":"https://pubmed.ncbi.nlm.nih.gov/40773391"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2025.3596764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3596764","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","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/A5050332169","display_name":"Liang Li","orcid":"https://orcid.org/0000-0002-8116-0668"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Li","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, China","School of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-8116-0668","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020554727","display_name":"Yuangang Pan","orcid":"https://orcid.org/0000-0002-7950-4900"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuangang Pan","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7950-4900","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]},{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004970804","display_name":"Yinghua Yao","orcid":"https://orcid.org/0000-0003-3204-0739"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yinghua Yao","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3204-0739","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]},{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073619386","display_name":"Junpu Zhang","orcid":"https://orcid.org/0000-0001-7455-1989"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junpu Zhang","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, China","School of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7455-1989","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016553220","display_name":"Moyun Liu","orcid":"https://orcid.org/0000-0002-4530-2606"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Moyun Liu","raw_affiliation_strings":["Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4530-2606","affiliations":[{"raw_affiliation_string":"Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036322673","display_name":"Xueling Zhu","orcid":"https://orcid.org/0000-0001-9616-8219"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210126592","display_name":"National Clinical Research","ror":"https://ror.org/03ddkvp86","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210126592"]},{"id":"https://openalex.org/I4210159865","display_name":"Xiangya Hospital Central South University","ror":"https://ror.org/05c1yfj14","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159865"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xueling Zhu","raw_affiliation_strings":["Department of Radiology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China","Department of Radiology, and the National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210159865","https://openalex.org/I139660479"]},{"raw_affiliation_string":"Department of Radiology, and the National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China","institution_ids":["https://openalex.org/I4210126592","https://openalex.org/I4210159865","https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727888","display_name":"Xinwang Liu","orcid":"https://orcid.org/0000-0001-9066-1475"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwang Liu","raw_affiliation_strings":["College of Computer Science and Technology, National University of Defense Technology, Changsha, China","School of Computer, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9066-1475","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China","Department of Computer Science, State University of New York, New Paltz, NY, USA","College of Computer Science and Electronic Engineering, and the Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I4210144487"]},{"raw_affiliation_string":"Department of Computer Science, State University of New York, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]},{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, and the Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I4210144487"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ivor W. Tsang","orcid":"https://orcid.org/0000-0003-2211-8176"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ivor W. Tsang","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2211-8176","affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]},{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087894632","display_name":"Keqin Li","orcid":"https://orcid.org/0000-0001-5224-4048"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Keqin Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China","Department of Computer Science, State University of New York, New Paltz, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-5224-4048","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Supercomputing and Cloud Computing Institute, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I4210144487"]},{"raw_affiliation_string":"Department of Computer Science, State University of New York, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5050332169"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":4.2693,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94362034,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"47","issue":"12","first_page":"11187","last_page":"11200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9987999796867371,"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":0.9987999796867371,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9783999919891357,"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/graphical-model","display_name":"Graphical model","score":0.7869924902915955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7658160924911499},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7139571309089661},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5881316065788269},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5672449469566345},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.505476713180542},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4822598099708557},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4611101448535919},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.45547011494636536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4096130430698395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40583041310310364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3820885419845581}],"concepts":[{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.7869924902915955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658160924911499},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7139571309089661},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5881316065788269},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5672449469566345},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.505476713180542},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4822598099708557},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4611101448535919},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.45547011494636536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4096130430698395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40583041310310364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3820885419845581},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2025.3596764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3596764","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:40773391","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40773391","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 pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1551689783","display_name":null,"funder_award_id":"62272481","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2334696240","display_name":null,"funder_award_id":"62473380","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2455478723","display_name":null,"funder_award_id":"62276271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G548732137","display_name":null,"funder_award_id":"202306110001","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G5729763073","display_name":null,"funder_award_id":"62325604","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W297461772","https://openalex.org/W1540764732","https://openalex.org/W1975172027","https://openalex.org/W1990443517","https://openalex.org/W1993962865","https://openalex.org/W2002469984","https://openalex.org/W2054097025","https://openalex.org/W2116810533","https://openalex.org/W2162316550","https://openalex.org/W2598052950","https://openalex.org/W2809299793","https://openalex.org/W2898233200","https://openalex.org/W2919115771","https://openalex.org/W2950244530","https://openalex.org/W2965174731","https://openalex.org/W2988613494","https://openalex.org/W2997739739","https://openalex.org/W3015598351","https://openalex.org/W3044063956","https://openalex.org/W3117265891","https://openalex.org/W3166171970","https://openalex.org/W3205485865","https://openalex.org/W3212924718","https://openalex.org/W4200226646","https://openalex.org/W4210518188","https://openalex.org/W4214928390","https://openalex.org/W4229034616","https://openalex.org/W4280632002","https://openalex.org/W4283827931","https://openalex.org/W4283837282","https://openalex.org/W4284965547","https://openalex.org/W4285483676","https://openalex.org/W4288064731","https://openalex.org/W4291910533","https://openalex.org/W4292363360","https://openalex.org/W4307844773","https://openalex.org/W4312106962","https://openalex.org/W4312881178","https://openalex.org/W4312973985","https://openalex.org/W4313041774","https://openalex.org/W4315926876","https://openalex.org/W4319068889","https://openalex.org/W4360753265","https://openalex.org/W4361859495","https://openalex.org/W4367280449","https://openalex.org/W4377079796","https://openalex.org/W4381253801","https://openalex.org/W4382202889","https://openalex.org/W4382203265","https://openalex.org/W4382466430","https://openalex.org/W4382467872","https://openalex.org/W4387010808","https://openalex.org/W4388676610","https://openalex.org/W4388919401","https://openalex.org/W4390874086","https://openalex.org/W4391305656","https://openalex.org/W4391620713","https://openalex.org/W4400810647","https://openalex.org/W4401806741","https://openalex.org/W4402727918","https://openalex.org/W4402776594","https://openalex.org/W4405718065","https://openalex.org/W4407899907","https://openalex.org/W4407948757","https://openalex.org/W4411725115","https://openalex.org/W4415796205","https://openalex.org/W4415798963"],"related_works":["https://openalex.org/W4286900141","https://openalex.org/W2002739602","https://openalex.org/W1968042686","https://openalex.org/W2897881820","https://openalex.org/W2345647014","https://openalex.org/W2201192772","https://openalex.org/W2042907335","https://openalex.org/W2161960196","https://openalex.org/W3136891595","https://openalex.org/W1964819397"],"abstract_inverted_index":{"Multi-view":[0],"bipartite":[1,64],"graph":[2,20,65],"clustering":[3,66],"(MVBGC)":[4],"is":[5,110],"an":[6,111,141],"active":[7],"pipeline":[8],"in":[9],"unsupervised":[10],"learning":[11],"to":[12,44,55,100],"tackle":[13],"the":[14,46,52,62,81,86,107,114,126,151,161],"limited":[15],"scalability":[16],"issue":[17],"of":[18,113,117,153,163],"traditional":[19],"clustering.":[21],"Despite":[22],"improved":[23],"performance,":[24],"numerous":[25],"variants":[26],"still":[27],"fall":[28],"under":[29],"conventional":[30],"modeling":[31,61],"that":[32,105],"plugs":[33],"additional":[34],"modules,":[35],"which":[36],"however":[37],"induces":[38],"increasingly":[39],"intricate":[40],"models":[41,59],"and":[42,90,96,144],"fails":[43],"reveal":[45],"inherent":[47],"variable":[48],"relationship.":[49],"We":[50,123],"make":[51],"first":[53],"attempt":[54],"introduce":[56],"probabilistic":[57,83],"graphical":[58],"for":[60,119,170],"multi-view":[63,120],"task,":[67],"reformulating":[68],"it":[69],"as":[70,101],"a":[71,78,133],"maximum":[72],"likelihood":[73],"estimation":[74],"(MLE)":[75],"problem.":[76],"Such":[77],"setting":[79,128],"uncovers":[80],"underlying":[82],"correlations":[84],"among":[85],"commonality,":[87],"view-specific":[88],"variables,":[89],"noisy":[91],"components.":[92],"By":[93],"pruning":[94],"redundancy":[95],"disturbance":[97],"collectively":[98],"referred":[99],"noise,":[102],"we":[103],"prove":[104],"minimizing":[106],"total":[108],"noise":[109],"approximation":[112],"lower":[115],"bound":[116],"MLE":[118,127],"data":[121],"observations.":[122],"further":[124],"generalize":[125],"with":[129],"clustering-suited":[130],"constraints,":[131],"deriving":[132],"Generalized":[134],"Probabilistic":[135],"Graphical":[136],"Modeling":[137],"framework":[138],"(GProM),":[139],"achieving":[140],"interpretable,":[142],"concise,":[143],"flexible":[145],"MVBGC":[146],"framework.":[147,155],"Extensive":[148],"experiments":[149],"verify":[150],"effectiveness":[152,162],"our":[154],"Furthermore,":[156],"statistical":[157],"significance":[158],"analysis":[159],"reveals":[160],"different":[164],"distribution":[165],"assumptions,":[166],"providing":[167],"valuable":[168],"insights":[169],"model":[171],"design.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}