{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T07:51:10Z","timestamp":1775029870315,"version":"3.50.1"},"reference-count":86,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tkde.2023.3292573","type":"journal-article","created":{"date-parts":[[2023,7,5]],"date-time":"2023-07-05T17:18:20Z","timestamp":1688577500000},"page":"1-13","source":"Crossref","is-referenced-by-count":17,"title":["Ensemble Clustering with Attentional Representation"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9900-894X","authenticated-orcid":false,"given":"Zhezheng","family":"Hao","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Optics and Electronics (iOPEN), School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3056-5622","authenticated-orcid":false,"given":"Zhoumin","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Computer Science, School of Artificial Intelligence, Optics and Electronics (iOPEN), Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]},{"given":"Guoxu","family":"Li","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Optics and Electronics (iOPEN), School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0871-6519","authenticated-orcid":false,"given":"Feiping","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Computer Science, School of Artificial Intelligence, Optics and Electronics (iOPEN), Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9240-6726","authenticated-orcid":false,"given":"Rong","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Optics and Electronics (iOPEN), Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2924-946X","authenticated-orcid":false,"given":"Xuelong","family":"Li","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Optics and Electronics (iOPEN), Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, Shaanxi, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.113"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2007.03.016"},{"key":"ref4","first-page":"91","article-title":"Refining initial points for k-means clustering","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bradley","year":"1998"},{"key":"ref5","first-page":"1601","article-title":"Self-tuning spectral clustering","volume-title":"Proc. 17th Int. Conf. Neural Inf. Process. Syst.","volume":"17","author":"Zelnik-Manor","year":"2004"},{"key":"ref6","first-page":"583","article-title":"Cluster ensembles\u2013A knowledge reuse framework for combining multiple partitions","volume":"3","author":"Strehl","year":"2002","journal-title":"J. Mach. Learn. Res."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015414"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2004.10100"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.237"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-19282-1_30"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7025662"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939813"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.80"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412058"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/396"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2906867"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3034157"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835820"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.112"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2222025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2359431"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2499200"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2018.01.003"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2316512"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.226"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2003.1211462"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972740.35"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315194"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.73"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1217299.1217303"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88411-8_22"},{"key":"ref32","first-page":"186","article-title":"Random projection for high dimensional data clustering: A cluster ensemble approach","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Fern","year":"2003"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2003.1250937"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1240115"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg038"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71701-0_71"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1460797.1460800"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.29"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1138"},{"key":"ref40","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume-title":"Proc. 14th Int. Conf. Neural Inf. Process. Syst.","author":"Ng","year":"2001"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/2.781637"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972788.72"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.84"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783287"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2650229"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2903410"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2702343"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.16972"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827595287997"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/DAC.1997.597203"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2453162"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2503753"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/295"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.98"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2183591"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.123"},{"key":"ref57","first-page":"1476","article-title":"A robust convex formulations for ensemble clustering","volume-title":"Proc. 25th Int. Joint Conf. Artif. Intell.","author":"Gao","year":"2016"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983745"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2876202"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17327"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.70"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref64","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen","year":"2020"},{"key":"ref65","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"Vincent","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17037"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58621-8_9"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00909"},{"key":"ref69","article-title":"Prototypical contrastive learning of unsupervised representations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2021"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3216454"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3191086"},{"key":"ref72","first-page":"3","article-title":"Autoencoders, minimum description length and Helmholtz free energy","volume-title":"Proc. 6th Int. Conf. Neural Inf. Process. Syst.","author":"Hinton","year":"1993"},{"key":"ref73","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Xie","year":"2016"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/243"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"key":"ref76","first-page":"23","article-title":"Deep subspace clustering networks","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Ji","year":"2017"},{"key":"ref77","article-title":"Deepclue: Enhanced image clustering via multi-layer ensembles in deep neural networks","author":"Huang","year":"2022"},{"key":"ref78","article-title":"Graph attention networks","author":"Veli\u010dkovi\u0107","year":"2017"},{"key":"ref79","article-title":"Variational graph auto-encoders","author":"Kipf","year":"2016"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-014-0071-1"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002518"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1080\/10556789908805759"},{"key":"ref83","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref84","first-page":"2579","article-title":"Visualizing data using T-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/509"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380214"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/4358933\/10173506.pdf?arnumber=10173506","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,13]],"date-time":"2024-01-13T18:24:37Z","timestamp":1705170277000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10173506\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":86,"URL":"https:\/\/doi.org\/10.1109\/tkde.2023.3292573","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":[[2023]]}}}