{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:04:41Z","timestamp":1784131481732,"version":"3.55.0"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"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":["62221005"],"award-info":[{"award-number":["62221005"]}],"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":["62376045"],"award-info":[{"award-number":["62376045"]}],"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":["62222601"],"award-info":[{"award-number":["62222601"]}],"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":["62176033"],"award-info":[{"award-number":["62176033"]}],"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":["62450043"],"award-info":[{"award-number":["62450043"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2025NSCQ-GPX0420"],"award-info":[{"award-number":["CSTB2025NSCQ-GPX0420"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2022NSCQ-MSX0258"],"award-info":[{"award-number":["CSTB2022NSCQ-MSX0258"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2022TIAD-KPX0196"],"award-info":[{"award-number":["CSTB2022TIAD-KPX0196"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation of Chongqing","doi-asserted-by":"publisher","award":["CSTB2023NSCQMSX0036"],"award-info":[{"award-number":["CSTB2023NSCQMSX0036"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Chongqing Municipal Education Commission, China","award":["KJZD-K202301402"],"award-info":[{"award-number":["KJZD-K202301402"]}]},{"name":"Chongqing Municipal Education Commission, China","award":["KJQN202201413"],"award-info":[{"award-number":["KJQN202201413"]}]},{"name":"Chongqing Municipal Education Commission, China","award":["HZ2021008"],"award-info":[{"award-number":["HZ2021008"]}]},{"name":"Chongqing Municipal Education Commission, China","award":["HZ2021014"],"award-info":[{"award-number":["HZ2021014"]}]},{"name":"Chongqing Municipal Education Commission, China","award":["KJZD-M202201401"],"award-info":[{"award-number":["KJZD-M202201401"]}]},{"name":"General Project of Ministry of Education Foundation on Humanities and Social Sciences","award":["25YJAZH243"],"award-info":[{"award-number":["25YJAZH243"]}]},{"name":"Project of Chongqing Municipal Higher Education Teaching Reform Research","award":["252152"],"award-info":[{"award-number":["252152"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1109\/tkde.2026.3672824","type":"journal-article","created":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T19:55:14Z","timestamp":1773172514000},"page":"2807-2817","source":"Crossref","is-referenced-by-count":1,"title":["Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3500-5461","authenticated-orcid":false,"given":"Dongdong","family":"Cheng","sequence":"first","affiliation":[{"name":"College of Big Data and Intelligent Engineering, Chongqing Key Laboratory of Cloud-Edge Collaboration and Security for Intelligent Manufacturing, Chongqing College of Industrial Internet, Yangtze Normal University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4195-129X","authenticated-orcid":false,"given":"Xiaocui","family":"Jiang","sequence":"additional","affiliation":[{"name":"Chongqing College of Artificial Intelligence, Chongqing Key Laboratory of Computational Intelligence, Key Laboratory of Big Data Intelligent Computing, Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5993-9563","authenticated-orcid":false,"given":"Shuyin","family":"Xia","sequence":"additional","affiliation":[{"name":"Chongqing College of Artificial Intelligence, Chongqing Key Laboratory of Computational Intelligence, Key Laboratory of Big Data Intelligent Computing, Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8521-5232","authenticated-orcid":false,"given":"Guoyin","family":"Wang","sequence":"additional","affiliation":[{"name":"Chongqing Key Laboratory of Brain-Inspired Cognitive Computing and Educational Rehabilitation for Children with Special Needs, Chongqing Normal University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1974-4328","authenticated-orcid":false,"given":"Jinlong","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Big Data and Intelligent Engineering, Chongqing Key Laboratory of Cloud-Edge Collaboration and Security for Intelligent Manufacturing, Chongqing College of Industrial Internet, Yangtze Normal University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1092-375X","authenticated-orcid":false,"given":"Sulan","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Big Data and Intelligent Engineering, Chongqing Key Laboratory of Cloud-Edge Collaboration and Security for Intelligent Manufacturing, Chongqing College of Industrial Internet, Yangtze Normal University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9013-7232","authenticated-orcid":false,"given":"Yi","family":"Wang","sequence":"additional","affiliation":[{"name":"Chongqing Ant Consumer Finance Company, Ltd., Ant Group, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3185683"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2954133"},{"key":"ref4","first-page":"4273","article-title":"Integrating vision-language semantic graphs in multi-view clustering","volume-title":"Proc. 33rd Int. Joint Conf. Artif. Intell.","author":"Ke"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107516"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-023-04716-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109120"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109676"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2873378"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01558"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17128"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3651671.3651743"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123313"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3200685"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3318603"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102587"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.01.010"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3419184"},{"issue":"1","key":"ref19","first-page":"87","article-title":"Ball $ k$k-means: Fast adaptive clustering with no bounds","volume":"44","author":"Xia","year":"2022","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1126\/science.7134969"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE60146.2024.00074"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2024.3397697"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3652583.3658084"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3596615"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3203381"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2997039"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.120731"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3300916"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3249475"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2025.3534195"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/418"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3188160"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3447287"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247750"},{"key":"ref35","first-page":"1143","article-title":"Standardized mutual information for clustering comparisons: One step further in adjustment for chance","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Romano"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7503.003.0196"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2021.3049490"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2930056"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3150403"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3267167"},{"key":"ref41","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume-title":"Proc. 5th Berkeley Symp. Math. Statist. Probability","author":"MacQueen"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2358564"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2903410"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3056080"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2025.3622100"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11479420\/11429577.pdf?arnumber=11429577","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T04:21:18Z","timestamp":1775881278000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11429577\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":45,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2026.3672824","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5]]}}}