{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T15:21:46Z","timestamp":1781536906883,"version":"3.54.5"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020785","name":"Shenzhen Research Institute of Big Data","doi-asserted-by":"publisher","award":["T00120210002"],"award-info":[{"award-number":["T00120210002"]}],"id":[{"id":"10.13039\/501100020785","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62073272"],"award-info":[{"award-number":["62073272"]}],"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":["U20A201398"],"award-info":[{"award-number":["U20A201398"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007567","name":"City University of Hong Kong","doi-asserted-by":"publisher","award":["9380123"],"award-info":[{"award-number":["9380123"]}],"id":[{"id":"10.13039\/100007567","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2022,7]]},"DOI":"10.1109\/tii.2021.3119377","type":"journal-article","created":{"date-parts":[[2021,10,13]],"date-time":"2021-10-13T04:22:44Z","timestamp":1634098964000},"page":"4477-4487","source":"Crossref","is-referenced-by-count":55,"title":["Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9665-0355","authenticated-orcid":false,"given":"Jicong","family":"Fan","sequence":"first","affiliation":[{"name":"School of Data Science, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7051-0434","authenticated-orcid":false,"given":"Tommy W. S.","family":"Chow","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7631-2535","authenticated-orcid":false,"given":"S. Joe","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Data Science, City University of Hong Kong, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690421011"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.10.014"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-009-9045-5"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3033153"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2018.2870570"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(96)00007-X"},{"key":"ref37","first-page":"5104","article-title":"Factor group-sparse regularization for efficient low-rank matrix recovery","author":"fan","year":"2019","journal-title":"Adv Neural Info Process Syst"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2990975"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.05.074"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.3390\/pr5030038","article-title":"Principal component analysis of process datasets with missing values","volume":"5","author":"severson","year":"2017","journal-title":"Process"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690430810"},{"key":"ref40","first-page":"125","article-title":"Recent advances in multivariate statistical process control: Improving robustness and sensitivity","author":"wise","year":"0","journal-title":"Proc IFAC Int Symp Adv Control Chem Processes"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2017.06.017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2893125"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0098-1354(95)00003-K"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2004.05.001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2009.01.050"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1021\/ie9018947"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.06.021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2020.104091"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2807414"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3182\/20090630-4-ES-2003.00184"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2902274"},{"key":"ref3","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2003.09.004"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2886048"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00026-5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/aic.13959"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2011.2167110"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/cem.800"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2875067"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(94)00079-X"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3029900"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2016.11.009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1021\/ie501502t"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5796"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2013.06.017"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/BF01589116"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.5450850414"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2810822"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2017.8104910"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2005.07.021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2018.12.027"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/9759242\/09568741.pdf?arnumber=9568741","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,30]],"date-time":"2022-05-30T21:46:26Z","timestamp":1653947186000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9568741\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7]]},"references-count":44,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tii.2021.3119377","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7]]}}}