{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T16:25:30Z","timestamp":1783095930784,"version":"3.54.6"},"reference-count":258,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62325604"],"award-info":[{"award-number":["62325604"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276271"],"award-info":[{"award-number":["62276271"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62441618"],"award-info":[{"award-number":["62441618"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62506371"],"award-info":[{"award-number":["62506371"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1109\/tpami.2025.3640109","type":"journal-article","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T18:37:06Z","timestamp":1764873426000},"page":"3744-3764","source":"Crossref","is-referenced-by-count":1,"title":["Two Decades of Multi-View Clustering: Taxonomy, Application, and Challenge"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9066-1475","authenticated-orcid":false,"given":"Xinwang","family":"Liu","sequence":"first","affiliation":[{"name":"School of Computer, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4837-455X","authenticated-orcid":false,"given":"Ke","family":"Liang","sequence":"additional","affiliation":[{"name":"School of Computer, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5838-9846","authenticated-orcid":false,"given":"Jun","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1481-5393","authenticated-orcid":false,"given":"Suyuan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5074-7052","authenticated-orcid":false,"given":"Xiangke","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3245-1901","authenticated-orcid":false,"given":"Huaimin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa274"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2017.8217984"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s12918-018-0630-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.28"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-010-5205-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401430"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3218591"},{"key":"ref8","first-page":"1","article-title":"UniKGQA: Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Jiang","year":"2023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2343460"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.488"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.08.004"},{"key":"ref12","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00910"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00929"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.482"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3582689"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2025.3584384"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2872063"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3192635"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3270311"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3065894"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3645108"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3198638"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2991366"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00916"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3086727"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3233635"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3117403"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3093426"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17051"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2903810"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6052"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3081930"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02295"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3187976"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3013408"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.101941"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3082470"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3261460"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3364663"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.110716"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2842052"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105582"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.107015"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.12.054"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.07.177"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108815"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475548"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6104"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.03.009"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-025-11183-0"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2952984"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3131941"},{"key":"ref54","article-title":"Align then fusion: Generalized large-scale multi-view clustering with anchor matching correspondences","volume-title":"Proc. 36th Int. Conf. Neural Inf. Process. Syst.","author":"Wang","year":"2022"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i15.29595"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i15.29609"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3185683"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20723"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02471"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26333"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00606"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00440"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01221"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5807"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i6.25918"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3171421"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3234556"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3079800"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3018135"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3179556"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2916740"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01307-0"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3055625"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17231"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i14.29526"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3151861"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3147046"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3017672"},{"key":"ref79","first-page":"18186","article-title":"Orthogonal non-negative tensor factorization based multi-view clustering","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Li","year":"2024"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01558"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3197238"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01102"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611951"},{"key":"ref85","first-page":"1","article-title":"Deep multi-view clustering via multiple embedding","author":"Lin","year":"2018","journal-title":"Comput. Res. Repos."},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2973981"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.461"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.31"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2747400"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.11.038"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.004"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.12.001"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10867"},{"key":"ref94","first-page":"567","article-title":"Self-weighted multi-view clustering with deep matrix factorization","volume-title":"Proc. Asian Conf. Mach. Learn.","author":"Cui","year":"2019"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.125"},{"key":"ref96","first-page":"393","article-title":"A co-training approach for multi-view spectral clustering","volume-title":"Proc. 28th Int. Conf. Mach. Learn.","author":"Kumar","year":"2011"},{"key":"ref97","first-page":"1881","article-title":"Parameter-free auto-weighted multiple graph learning: A framework for multiview clustering and semi-supervised classification","volume-title":"Proc. Int. Joint Conf. Artif. Intell.","volume":"9","author":"Nie","year":"2016"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298657"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.185"},{"key":"ref100","first-page":"2153","article-title":"Iterative views agreement: An iterative low-rank based structured optimization method to multi-view spectral clustering","volume-title":"Proc. 25th Int. Joint Conf. Artif. Intell.","author":"Wang","year":"2016"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2877335"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-018-1086-2"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2889560"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.05.002"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.8"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3021649"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3011148"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9598"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3045631"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5867"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475516"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2022.08.027"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611986"},{"key":"ref114","first-page":"1247","article-title":"Deep canonical correlation analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Andrew","year":"2013"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01463"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5808"},{"key":"ref117","first-page":"2892","article-title":"Partially view-aligned clustering","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Huang","year":"2020"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2024.3372309"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3025666"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/524"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2879108"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014392"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01212"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475204"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.05.019"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3233179"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10447646"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3547864"},{"key":"ref129","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Xie","year":"2016"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/409"},{"key":"ref131","first-page":"2598","article-title":"Multi-view K-means clustering on Big Data","volume-title":"Proc. 23rd Int. Joint Conf. Artif. Intell.","author":"Cai","year":"2013"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3162575"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3547940"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220049"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/375"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3045770"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3310339"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3136965"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3172687"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3253246"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3236698"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3128323"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8973"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/313"},{"key":"ref145","first-page":"5882","article-title":"Align then fusion: Generalized large-scale multi-view clustering with anchor matching correspondences","volume-title":"Proc. 36th Int. Conf. Neural Inf. Process. Syst.","author":"Wang","year":"2022"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413807"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/546"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23528-8_20"},{"key":"ref149","first-page":"2392","article-title":"Incomplete multi-modal visual data grouping","volume-title":"Proc. Int. Joint Conf. Artif. Intell.","author":"Zhao","year":"2016"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2019.2892416"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3398295"},{"key":"ref152","first-page":"16548","article-title":"Edison: Enhanced dictionary-induced tensorized incomplete multi-view clustering with Gaussian error rank minimization","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Gu"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00955"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26323"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3321499"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3193855"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413807"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482192"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3155499"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01116"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2681670"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26201"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26333"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2011.2170175"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2754939"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02166"},{"key":"ref167","first-page":"3974","article-title":"Multi-view self-paced learning for clustering","volume-title":"Proc. 24th Int. Joint Conf. Artif. Intell.","author":"Xu","year":"2015"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10909"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3116546"},{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3193569"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3243521"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.30"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.12.007"},{"issue":"55","key":"ref175","first-page":"1","article-title":"Integrative generalized convex clustering optimization and feature selection for mixed multi-view data","volume":"22","author":"Wang","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3389029"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3330824"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2272642"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2665976"},{"key":"ref180","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3363217"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/243"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70096-0_39"},{"key":"ref183","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00174"},{"key":"ref184","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10168"},{"key":"ref185","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3514152"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6075"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2024\/602"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1145\/3136625"},{"key":"ref189","first-page":"352","article-title":"Multi-view clustering and feature learning via structured sparsity","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wang","year":"2013"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3268215"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3317877"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611977653.ch96"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8950"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8950"},{"key":"ref195","first-page":"2148","article-title":"Multi-view contrastive graph clustering","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Pan","year":"2021"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548334"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.1038\/44565"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2358564"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2903410"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5867"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548144"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952605"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20723"},{"key":"ref204","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3171411"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01772"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3340095"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.02.036"},{"key":"ref208","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3547864"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3388974"},{"key":"ref210","article-title":"Contrastive continual multi-view clustering with filtered structural fusion","author":"Wan","year":"2023"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i15.29561"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/388"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013838"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944851"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2024\/601"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2025.3583122"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref218","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.1023\/b:visi.0000029664.99615.94"},{"key":"ref220","doi-asserted-by":"crossref","DOI":"10.1109\/ICCV.2019.00940","article-title":"WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving","author":"Yogamani","year":"2019"},{"key":"ref221","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.01.017"},{"key":"ref222","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102546"},{"key":"ref223","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3158761"},{"key":"ref224","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3370633"},{"key":"ref225","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738834"},{"key":"ref226","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22121"},{"key":"ref227","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567975"},{"key":"ref228","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2661993"},{"key":"ref229","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3185151"},{"key":"ref230","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.03.015"},{"key":"ref231","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57529-2_32"},{"key":"ref232","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.10.006"},{"key":"ref233","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2805908"},{"key":"ref234","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014894"},{"key":"ref235","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109348"},{"key":"ref236","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2022.111804"},{"key":"ref237","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7579-3"},{"key":"ref238","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2015.2422612"},{"key":"ref239","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gky889"},{"key":"ref240","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-018-0147-5"},{"key":"ref241","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105895"},{"key":"ref242","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.102"},{"key":"ref243","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2018.00064"},{"key":"ref244","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2661973"},{"key":"ref245","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2685385"},{"key":"ref246","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01930"},{"key":"ref247","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3387433"},{"key":"ref248","first-page":"20650","article-title":"Consistency of multiple kernel clustering","volume-title":"Proc. 40th Int. Conf. Mach. Learn.","author":"Liang","year":"2023"},{"key":"ref249","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref250","doi-asserted-by":"publisher","DOI":"10.5555\/2980539.2980649"},{"key":"ref251","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3367329"},{"key":"ref252","first-page":"9516","article-title":"Co2l: Contrastive continual learning","volume-title":"Proc. Int. Conf. Comput. Vis.","author":"Cha","year":"2021"},{"key":"ref253","first-page":"907","article-title":"Reinforced continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xu","year":"2018"},{"key":"ref254","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref255","doi-asserted-by":"publisher","DOI":"10.1145\/3457607"},{"key":"ref256","first-page":"5036","article-title":"Fair clustering through fairlets","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Chierichetti","year":"2017"},{"key":"ref257","article-title":"Deep fair discriminative clustering","author":"Zhang","year":"2021"},{"key":"ref258","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681162"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11372200\/11277376.pdf?arnumber=11277376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:05:57Z","timestamp":1770671157000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11277376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":258,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2025.3640109","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3]]}}}