{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:53:29Z","timestamp":1764960809352,"version":"3.46.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100018913","name":"Overseas Research Cooperation Fund of Tsinghua Shenzhen International Graduate School","doi-asserted-by":"publisher","award":["HW2021013"],"award-info":[{"award-number":["HW2021013"]}],"id":[{"id":"10.13039\/100018913","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100018919","name":"Major Key Project of Peng Cheng Laboratory","doi-asserted-by":"publisher","award":["PCL2023A05"],"award-info":[{"award-number":["PCL2023A05"]}],"id":[{"id":"10.13039\/100018919","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tnnls.2024.3392211","type":"journal-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T13:30:58Z","timestamp":1717767058000},"page":"7472-7486","source":"Crossref","is-referenced-by-count":2,"title":["Robust\n                    <i>k<\/i>\n                    -Means-Type Clustering for Noisy Data"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1521-9542","authenticated-orcid":false,"given":"Xi","family":"Xiao","sequence":"first","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3224-5275","authenticated-orcid":false,"given":"Hailong","family":"Ma","sequence":"additional","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3285-7116","authenticated-orcid":false,"given":"Guojun","family":"Gan","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of Connecticut, Storrs, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6071-473X","authenticated-orcid":false,"given":"Qing","family":"Li","sequence":"additional","affiliation":[{"name":"Future Network Research Institute, Southern University of Science and Technology, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8639-982X","authenticated-orcid":false,"given":"Shutao","family":"Xia","sequence":"additional","affiliation":[{"name":"Cyberspace Security Research Center, Peng Cheng Laboratory, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1201\/b10814","volume-title":"Data Clustering in C++: An Object-Oriented Approach","author":"Gan","year":"2011"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1201\/b15410"},{"volume-title":"Handbook of Cluster Analysis","year":"2016","author":"Hennig","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3069424"},{"issue":"17","key":"ref5","doi-asserted-by":"crossref","first-page":"2247","DOI":"10.1093\/bioinformatics\/btm320","article-title":"Penalized and weighted k-means for clustering with scattered objects and prior information in high-throughput biological data","volume":"23","author":"Tseng","year":"2007","journal-title":"Bioinformatics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1201\/b10331"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2014.2330519"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2884211"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2487860"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICICN59530.2023.10392751"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2932058"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1962.1057766"},{"key":"ref13","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume-title":"Proc. 5th Berkeley Symp. Math. Statist. Probab.","volume":"1","author":"MacQueen"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-007-0114-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.21"},{"key":"ref17","first-page":"280","article-title":"Clustering in the presence of background noise","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Ben-David"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974010.105"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.03.008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.14778\/3067421.3067425"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(00)00131-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/11499145_99"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/FITME.2009.125"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162259"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2004.11.018"},{"issue":"1","key":"ref26","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.neunet.2006.06.009","article-title":"Robust Bayesian clustering","volume":"20","author":"Archambeau","year":"2007","journal-title":"Neural Netw."},{"issue":"4","key":"ref27","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1023\/A:1008981510081","article-title":"Robust mixture modelling using t distribution","volume":"10","author":"Peel","year":"2000","journal-title":"Statist. Comput."},{"issue":"398","key":"ref28","first-page":"679","article-title":"Statistical analysis of finite mixture distributions","volume":"82","author":"Titterington","year":"1985","journal-title":"Biometrics"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/34.888716"},{"volume-title":"Mixture Models: Inference and Applications to Clustering","year":"1988","author":"McLachlan","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3208418"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3477541"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3502264"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3002576"},{"volume-title":"Pattern Recognition and Machine Learning","year":"2006","author":"Bishop","key":"ref35"},{"issue":"1","key":"ref36","first-page":"19","article-title":"ML estimation of the multivariate t distribution and the EM algorithm","volume":"5","author":"Liu","year":"1995","journal-title":"Statistica Sinica"},{"key":"ref37","first-page":"5548","article-title":"Multivariate student\u2019s-t mixture model for bounded support data","volume-title":"Proc. IEEE Int. Conf. Acoust., Speech Signal Process.","author":"Nguyen"},{"issue":"2","key":"ref38","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/s11222-006-9005-8","article-title":"Robust mixture modeling using the skew t distribution","volume":"17","author":"Lin","year":"2007","journal-title":"Statist. Comput."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ52849.2023.10309788"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSES58299.2023.10200794"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3183294"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01689-9"},{"key":"ref43","first-page":"3158","article-title":"Small-variance asymptotics for exponential family Dirichlet process mixture models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"25","author":"Jiang"},{"key":"ref44","doi-asserted-by":"crossref","DOI":"10.1016\/j.physa.2019.122289","article-title":"A three-way clustering method based on an improved DBSCAN algorithm","volume":"535","author":"Yu","year":"2019","journal-title":"Phys. A, Stat. Mech. Appl."},{"key":"ref45","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2020.106532","article-title":"A three-way density peak clustering method based on evidence theory","volume":"211","author":"Yu","year":"2021","journal-title":"Knowl.-Based Syst."},{"issue":"2","key":"ref46","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/0098-3004(84)90020-7","article-title":"FCM: The fuzzy c-means clustering algorithm","volume":"10","author":"Bezdek","year":"1984","journal-title":"Comput. Geosci."},{"key":"ref47","first-page":"1027","article-title":"k-means++: The advantages of careful seeding","volume-title":"Proc. 18th Annu. ACM-SIAM Symp. Discrete Algorithms","author":"Arthur"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-1004-2"},{"issue":"2","key":"ref49","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1016\/0005-2795(75)90109-9","article-title":"Comparison of the predicted and observed secondary structure of T4 phage lysozyme","volume":"405","author":"Matthews","year":"1975","journal-title":"Biochimica Biophysica Acta (BBA)-Protein Struct."},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005601"},{"volume-title":"UCI Machine Learning Repository","year":"2010","author":"Frank","key":"ref51"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/10949581\/10551895.pdf?arnumber=10551895","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:39:19Z","timestamp":1764959959000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10551895\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":51,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2024.3392211","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"type":"print","value":"2162-237X"},{"type":"electronic","value":"2162-2388"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}