{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T10:44:53Z","timestamp":1776681893919,"version":"3.51.2"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["202006090212"],"award-info":[{"award-number":["202006090212"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Qinglan Project of Jiangsu Province of China, National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51976031"],"award-info":[{"award-number":["51976031"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004490","name":"University of Waterloo","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004490","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Contr. Syst. Technol."],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1109\/tcst.2022.3156296","type":"journal-article","created":{"date-parts":[[2022,3,24]],"date-time":"2022-03-24T21:19:19Z","timestamp":1648156759000},"page":"2573-2584","source":"Crossref","is-referenced-by-count":33,"title":["Dynamic Probabilistic Predictable Feature Analysis for Multivariate Temporal Process Monitoring"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7054-2698","authenticated-orcid":false,"given":"Wei","family":"Fan","sequence":"first","affiliation":[{"name":"Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9258-0839","authenticated-orcid":false,"given":"Qinqin","family":"Zhu","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering, University of Waterloo, Waterloo, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0013-4522","authenticated-orcid":false,"given":"Shaojun","family":"Ren","sequence":"additional","affiliation":[{"name":"Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8134-2752","authenticated-orcid":false,"given":"Liang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Micro-Inertial Instrument and Advanced Navigation Technology, School of Instrument Science and Engineering, Ministry of Education, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fengqi","family":"Si","sequence":"additional","affiliation":[{"name":"Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2016.09.001"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2017.09.021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2016.2550426"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.02.027"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.030"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2017.06.017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(95)00076-3"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1021\/ie3035306"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2017.05.016"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2017.05.002"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2301761"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2019.11.010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2015.158"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2016.08.014"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2015.12.017"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2020.3025610"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/2984875"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-45528-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/bf00113892"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2015.11.001"},{"key":"ref22","first-page":"2113","article-title":"Gradient-based hyperparameter optimization through reversible learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Maclaurin"},{"issue":"2","key":"ref23","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"Bergstra","year":"2012","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"ref24","first-page":"1","article-title":"Towards an empirical foundation for assessing Bayesian optimization of hyperparameters","volume-title":"Proc. NIPS Workshop Bayesian Optim. Theory Pract.","volume":"10","author":"Eggensperger"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071208"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/aic.14937"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/cem.800"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOS799"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0959-1524(96)00010-8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2015.04.012"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2017.07.010"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2018.07.038"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3055226"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2016.2587325"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2012.10.006"}],"container-title":["IEEE Transactions on Control Systems Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/87\/9926215\/09741238.pdf?arnumber=9741238","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T18:26:34Z","timestamp":1750875994000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9741238\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11]]},"references-count":35,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tcst.2022.3156296","relation":{},"ISSN":["1063-6536","1558-0865","2374-0159"],"issn-type":[{"value":"1063-6536","type":"print"},{"value":"1558-0865","type":"electronic"},{"value":"2374-0159","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11]]}}}