{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T12:08:33Z","timestamp":1784203713625,"version":"3.55.0"},"reference-count":57,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Neurocomputing"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1016\/j.neucom.2026.134123","type":"journal-article","created":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T15:04:39Z","timestamp":1779980679000},"page":"134123","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["One-step multiview anchor graph clustering via semantic alignment"],"prefix":"10.1016","volume":"696","author":[{"given":"Shuqi","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1142-619X","authenticated-orcid":false,"given":"Xuefeng","family":"Tao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.neucom.2026.134123_bib0005","series-title":"2025 3rd International Conference on Disruptive Technologies (ICDT)","first-page":"362","article-title":"Multiple manifold regularization based on non-negative matrix factorization for multi-view clustering","author":"Sirisha","year":"2025"},{"issue":"10","key":"10.1016\/j.neucom.2026.134123_bib0010","doi-asserted-by":"crossref","first-page":"5510","DOI":"10.1109\/TCSVT.2023.3258926","article-title":"Multiview clustering via hypergraph induced semi-supervised symmetric nonnegative matrix factorization","volume":"33","author":"Peng","year":"2023","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.neucom.2026.134123_bib0015","first-page":"1","article-title":"Tensorized soft label learning based on orthogonal NMF","volume":"35","author":"Li","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0020","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2025.114357","article-title":"Dual constraint based semi-supervised nonnegative matrix factorization for multi-view clustering","volume":"329","author":"Peng","year":"2025","journal-title":"Knowl.-based Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0025","doi-asserted-by":"crossref","first-page":"2461","DOI":"10.1109\/TMM.2021.3081930","article-title":"Consensus graph learning for multi-view clustering","volume":"24","author":"Li","year":"2022","journal-title":"IEEE Trans. Multimed."},{"issue":"7","key":"10.1016\/j.neucom.2026.134123_bib0030","doi-asserted-by":"crossref","first-page":"570","DOI":"10.1007\/s10489-025-06476-4","article-title":"Multi-view clustering with filtered bipartite graph","volume":"55","author":"Ji","year":"2025","journal-title":"Appl. Intell."},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0035","doi-asserted-by":"crossref","first-page":"330","DOI":"10.1109\/TPAMI.2020.3011148","article-title":"Multiview clustering: a scalable and parameter-free bipartite graph fusion method","volume":"44","author":"Li","year":"2022","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.neucom.2026.134123_bib0040","series-title":"Proceedings of the 30th ACM International Conference on Multimedia","first-page":"2220","article-title":"One-step low-rank representation for clustering","author":"Fu","year":"2022"},{"issue":"12","key":"10.1016\/j.neucom.2026.134123_bib0045","doi-asserted-by":"crossref","first-page":"12480","DOI":"10.1109\/TCSVT.2024.3430041","article-title":"Enhanced latent multi-view subspace clustering","volume":"34","author":"Shi","year":"2024","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"12","key":"10.1016\/j.neucom.2026.134123_bib0050","doi-asserted-by":"crossref","first-page":"4784","DOI":"10.1109\/TCSVT.2021.3055039","article-title":"Multi-view spectral clustering tailored tensor low-rank representation","volume":"31","author":"Jia","year":"2021","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"8","key":"10.1016\/j.neucom.2026.134123_bib0055","doi-asserted-by":"crossref","first-page":"11382","DOI":"10.1109\/TNNLS.2023.3260258","article-title":"Multiview subspace clustering based on low-rank symmetric affinity graph","volume":"35","author":"Lan","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0060","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2024.111553","article-title":"Multi-view subspace clustering based on adaptive search","volume":"289","author":"Dong","year":"2024","journal-title":"Knowl.-based Syst."},{"issue":"8","key":"10.1016\/j.neucom.2026.134123_bib0065","doi-asserted-by":"crossref","first-page":"4591","DOI":"10.1109\/TKDE.2025.3569777","article-title":"Fast anchor graph clustering via maximizing within-cluster similarity","volume":"37","author":"Xie","year":"2025","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"7","key":"10.1016\/j.neucom.2026.134123_bib0070","first-page":"6887","article-title":"Efficient multi-view K-means clustering with multiple anchor graphs","volume":"35","author":"Yang","year":"2023","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"5","key":"10.1016\/j.neucom.2026.134123_bib0075","doi-asserted-by":"crossref","first-page":"2932","DOI":"10.1109\/TKDE.2025.3538852","article-title":"Scalable multi-view graph clustering with cross-view corresponding anchor alignment","volume":"37","author":"Wang","year":"2025","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"7","key":"10.1016\/j.neucom.2026.134123_bib0080","first-page":"4144","article-title":"Large-scale clustering with anchor-based constrained laplacian rank","volume":"37","author":"Ma","year":"2025","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"9","key":"10.1016\/j.neucom.2026.134123_bib0085","doi-asserted-by":"crossref","first-page":"4632","DOI":"10.1109\/TKDE.2023.3332682","article-title":"Efficient multiview representation learning with correntropy and anchor graph","volume":"36","author":"Zhang","year":"2024","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0090","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1609\/aaai.v27i1.8683","article-title":"Spectral rotation versus K-means in spectral clustering","volume":"27","author":"Huang","year":"2013","journal-title":"AAAI"},{"issue":"3","key":"10.1016\/j.neucom.2026.134123_bib0095","doi-asserted-by":"crossref","first-page":"5442","DOI":"10.1109\/TNNLS.2024.3381223","article-title":"One-step multiview clustering via adaptive graph learning and spectral rotation","volume":"36","author":"Tang","year":"2025","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0100","article-title":"One-step incomplete multi-view clustering based on joint consistent representation learning","volume":"667","author":"Chen","year":"2025","journal-title":"Neurocomputing"},{"key":"10.1016\/j.neucom.2026.134123_bib0105","first-page":"1","article-title":"Graph-free multiview clustering with anchors","author":"Guo","year":"2026","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.neucom.2026.134123_bib0110","series-title":"Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining","first-page":"2075","article-title":"A novel multi-view clustering method for unknown mapping relationships between cross-view samples","author":"Yu","year":"2021"},{"issue":"2","key":"10.1016\/j.neucom.2026.134123_bib0115","doi-asserted-by":"crossref","first-page":"1236","DOI":"10.1109\/TCYB.2022.3212480","article-title":"A tensor approach for uncoupled multiview clustering","volume":"54","author":"Lin","year":"2024","journal-title":"IEEE Trans. Cybern."},{"key":"10.1016\/j.neucom.2026.134123_bib0120","doi-asserted-by":"crossref","DOI":"10.1016\/j.neucom.2024.128016","article-title":"Aligned multi-view clustering for unmapped data via weighted tensor nuclear norm and adaptive graph learning","volume":"597","author":"Cai","year":"2024","journal-title":"Neurocomputing"},{"key":"10.1016\/j.neucom.2026.134123_bib0125","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2025.111977","article-title":"Unaligned multi-view clustering via diversified anchor graph fusion","volume":"170","author":"Jiang","year":"2026","journal-title":"Pattern Recognit."},{"issue":"11","key":"10.1016\/j.neucom.2026.134123_bib0130","doi-asserted-by":"crossref","first-page":"16106","DOI":"10.1109\/TNNLS.2023.3292057","article-title":"Accurate complementarity learning for graph-based multiview clustering","volume":"35","author":"Xiao","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"4","key":"10.1016\/j.neucom.2026.134123_bib0135","first-page":"5924","article-title":"CGD: multi-view clustering via cross-view graph diffusion","volume":"34","author":"Tang","year":"2020","journal-title":"Proc. AAAI Conf. Artif. Intell."},{"issue":"11","key":"10.1016\/j.neucom.2026.134123_bib0140","doi-asserted-by":"crossref","first-page":"5784","DOI":"10.1109\/TKDE.2024.3392209","article-title":"Concept factorization based multiview clustering for large-scale data","volume":"36","author":"Chen","year":"2024","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"10.1016\/j.neucom.2026.134123_bib0145","doi-asserted-by":"crossref","first-page":"2592","DOI":"10.1109\/TETCI.2024.3369316","article-title":"Diversity-induced bipartite graph fusion for multiview graph clustering","volume":"8","author":"Yan","year":"2024","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."},{"issue":"4","key":"10.1016\/j.neucom.2026.134123_bib0150","doi-asserted-by":"crossref","first-page":"5187","DOI":"10.1109\/TPAMI.2022.3187976","article-title":"Tensorized bipartite graph learning for multi-view clustering","volume":"45","author":"Xia","year":"2023","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.neucom.2026.134123_bib0155","doi-asserted-by":"crossref","DOI":"10.1016\/j.neucom.2024.127579","article-title":"Anchor graph-based multiview spectral clustering","volume":"583","author":"Lei","year":"2024","journal-title":"Neurocomputing"},{"issue":"8","key":"10.1016\/j.neucom.2026.134123_bib0160","doi-asserted-by":"crossref","first-page":"11436","DOI":"10.1109\/TNNLS.2023.3261460","article-title":"Efficient multi-view clustering via unified and discrete bipartite graph learning","volume":"35","author":"Fang","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"3","key":"10.1016\/j.neucom.2026.134123_bib0165","doi-asserted-by":"crossref","first-page":"4947","DOI":"10.1109\/TNNLS.2024.3359690","article-title":"Fast multiview anchor-graph clustering","volume":"36","author":"Yang","year":"2025","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"9","key":"10.1016\/j.neucom.2026.134123_bib0170","doi-asserted-by":"crossref","first-page":"13071","DOI":"10.1109\/TNNLS.2023.3256066","article-title":"Fast multiview clustering by optimal graph mining","volume":"35","author":"Lu","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"12","key":"10.1016\/j.neucom.2026.134123_bib0175","doi-asserted-by":"crossref","first-page":"18661","DOI":"10.1109\/TNNLS.2023.3319823","article-title":"Multiview spectral clustering based on consensus neighbor strategy","volume":"35","author":"Tang","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0180","doi-asserted-by":"crossref","DOI":"10.1016\/j.neucom.2024.129253","article-title":"Weighted tensor-based consistent anchor graph learning for multi-view clustering","volume":"620","author":"Du","year":"2025","journal-title":"Neurocomputing"},{"key":"10.1016\/j.neucom.2026.134123_bib0185","doi-asserted-by":"crossref","DOI":"10.1016\/j.neunet.2025.107981","article-title":"Tensorized anchor alignment for incomplete multi-view clustering","volume":"193","author":"Cai","year":"2026","journal-title":"Neural Netw."},{"key":"10.1016\/j.neucom.2026.134123_bib0190","article-title":"Scalable multiview clustering through consistency fusion of shared bipartite graphs","volume":"326","author":"Singh","year":"2025","journal-title":"Knowl.-based Syst."},{"issue":"3","key":"10.1016\/j.neucom.2026.134123_bib0195","doi-asserted-by":"crossref","first-page":"1317","DOI":"10.1109\/TNNLS.2025.3616320","article-title":"Large-scale multiview clustering via joint learning of anchor representation and multigraph alignment","volume":"37","author":"Shang","year":"2026","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0200","first-page":"1","article-title":"Multiview clustering via block diagonal graph filtering","volume":"36","author":"Xin","year":"2025","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"10","key":"10.1016\/j.neucom.2026.134123_bib0205","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TKDE.2025.3557864","article-title":"One-step adaptive graph learning for incomplete multiview subspace clustering","volume":"36","author":"Chen","year":"2025","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0210","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1137\/110837711","article-title":"Third-order tensors as operators on matrices: a theoretical and computational framework with applications in imaging","volume":"34","author":"Kilmer","year":"2011","journal-title":"SIAM J. Matrix Anal. Appl."},{"issue":"4","key":"10.1016\/j.neucom.2026.134123_bib0215","first-page":"1228","article-title":"Tensor-SVD based graph learning for multi-view subspace clustering","volume":"43","author":"Wu","year":"2021","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.neucom.2026.134123_bib0220","doi-asserted-by":"crossref","first-page":"9385","DOI":"10.1109\/TMM.2025.3613125","article-title":"Tensor completion framework by graph refinement for incomplete multi-view clustering","volume":"27","author":"Wang","year":"2025","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.neucom.2026.134123_bib0225","series-title":"2015 IEEE Information Theory Workshop (ITW)","first-page":"1","article-title":"Deep learning and the information bottleneck principle","author":"Tishby","year":"2015"},{"key":"10.1016\/j.neucom.2026.134123_bib0230","first-page":"1","article-title":"Tensorized fine-grained incomplete multiview clustering via intrinsic structure recovery","author":"Wang","year":"2026","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"key":"10.1016\/j.neucom.2026.134123_bib0235","first-page":"1","article-title":"Tensorized parameter-free multi-view spectral clustering based on fair representation learning","author":"Wang","year":"2026","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.neucom.2026.134123_bib0240","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1109\/TIP.2023.3327564","article-title":"Robust least squares regression for subspace clustering: a multi-view clustering perspective","volume":"33","author":"Du","year":"2024","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.neucom.2026.134123_bib0245","series-title":"Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001","first-page":"416","article-title":"A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics","volume":"vol. 2","author":"Martin","year":"2001"},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0250","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/2200000016","article-title":"Distributed optimization and statistical learning via the alternating direction method of multipliers","volume":"3","author":"Boyd","year":"2011","journal-title":"Found. Trends Mach. Learn."},{"issue":"9","key":"10.1016\/j.neucom.2026.134123_bib0255","doi-asserted-by":"crossref","first-page":"820","DOI":"10.1145\/361573.361582","article-title":"Solution of the matrix equation AX+ XB=c","volume":"15","author":"Bartels","year":"1972","journal-title":"Commun. ACM"},{"issue":"12","key":"10.1016\/j.neucom.2026.134123_bib0260","first-page":"9777","article-title":"On unifying multi-view self-representations for clustering by tensor multi-rank minimization","volume":"44","author":"Xie","year":"2022","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"10.1016\/j.neucom.2026.134123_bib0265","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1147\/rd.175.0420","article-title":"Lower bounds for the partitioning of graphs","volume":"17","author":"Donath","year":"1973","journal-title":"IBM J. Res. Dev."},{"issue":"6","key":"10.1016\/j.neucom.2026.134123_bib0270","doi-asserted-by":"crossref","first-page":"8097","DOI":"10.1109\/TNNLS.2022.3224748","article-title":"Incomplete data meets uncoupled case: a challenging task of multiview clustering","volume":"35","author":"Lin","year":"2024","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"1","key":"10.1016\/j.neucom.2026.134123_bib0275","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/03610927408827101","article-title":"A dendrite method for cluster analysis","volume":"3","author":"Calinski","year":"1974","journal-title":"Commun. Stat."},{"issue":"2","key":"10.1016\/j.neucom.2026.134123_bib0280","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1109\/TPAMI.1979.4766909","article-title":"A cluster separation measure","volume":"1","author":"Davies","year":"1979","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"10.1016\/j.neucom.2026.134123_bib0285","first-page":"3515","article-title":"Multi-view clustering based on belief propagation","volume":"35","author":"Zhang","year":"2023","journal-title":"IEEE Trans. Knowl. Data Eng."}],"container-title":["Neurocomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231226015213?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231226015213?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T11:51:16Z","timestamp":1784202676000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231226015213"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":57,"alternative-id":["S0925231226015213"],"URL":"https:\/\/doi.org\/10.1016\/j.neucom.2026.134123","relation":{},"ISSN":["0925-2312"],"issn-type":[{"value":"0925-2312","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"One-step multiview anchor graph clustering via semantic alignment","name":"articletitle","label":"Article Title"},{"value":"Neurocomputing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neucom.2026.134123","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"134123"}}