{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T14:42:12Z","timestamp":1785249732831,"version":"3.55.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Program of National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61988101"],"award-info":[{"award-number":["61988101"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Program of National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["92067107"],"award-info":[{"award-number":["92067107"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Program of National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62173346"],"award-info":[{"award-number":["62173346"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program of Foundation of Hunan, China","award":["2021JJ10065"],"award-info":[{"award-number":["2021JJ10065"]}]},{"name":"Program of Foundation of Hunan, China","award":["2020RC3003"],"award-info":[{"award-number":["2020RC3003"]}]},{"name":"Young Elite Scientists Sponsorship Program by the China Association for Science and Technology","award":["YESS20200153"],"award-info":[{"award-number":["YESS20200153"]}]},{"DOI":"10.13039\/501100002822","name":"Fundamental Research Funds for the Central Universities of Central South University","doi-asserted-by":"publisher","award":["2021zzts0182"],"award-info":[{"award-number":["2021zzts0182"]}],"id":[{"id":"10.13039\/501100002822","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postgraduate Scientific Research Innovation Project of Hunan Province","award":["CX20210241"],"award-info":[{"award-number":["CX20210241"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tnnls.2022.3144162","type":"journal-article","created":{"date-parts":[[2022,2,18]],"date-time":"2022-02-18T15:27:04Z","timestamp":1645198024000},"page":"3943-3953","source":"Crossref","is-referenced-by-count":107,"title":["Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1006-3916","authenticated-orcid":false,"given":"Chen","family":"Ou","sequence":"first","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0063-0363","authenticated-orcid":false,"given":"Hongqiu","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9311-7739","authenticated-orcid":false,"given":"Yuri A. W.","family":"Shardt","sequence":"additional","affiliation":[{"name":"Department of Automation Engineering, Technical University of Ilmenau, Ilmenau, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8732-593X","authenticated-orcid":false,"given":"Lingjian","family":"Ye","sequence":"additional","affiliation":[{"name":"School of Engineering, Huzhou University, Huzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9072-7179","authenticated-orcid":false,"given":"Xiaofeng","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1876-7707","authenticated-orcid":false,"given":"Yalin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3770-9887","authenticated-orcid":false,"given":"Chunhua","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Automation, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2011.07.008"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16729"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2364561"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2020.2984443"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2015.01.006"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2021.117299"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2951708"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2008.12.012"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2385042"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/aic.14663"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2017.10.050"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/aic.14299"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.22956"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690440712"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2006.05.046"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2016.08.015"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2019.03.037"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3053128"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2957366"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2739691"},{"key":"ref21","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":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2902129"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2014.01.012"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2809730"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2733448"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2938890"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2885972"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.104"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2767540"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2783902"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2867198"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2893180"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref35","first-page":"625","article-title":"Why does unsupervised pre-training help deep learning?","volume":"11","author":"Erhan","year":"2010","journal-title":"J. Mach. Learn. Res."},{"issue":"2","key":"ref36","doi-asserted-by":"crossref","first-page":"87","DOI":"10.2478\/v10117-011-0021-1","article-title":"Comparison of values of Pearson\u2019s and Spearman\u2019s correlation coefficients on the same sets of data","volume":"30","author":"Hauke","year":"2011","journal-title":"Quaestiones Geographicae"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/DDCLS.2018.8516025"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2825451"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.23919\/ChiCC.2017.8028063"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3035464"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10908444\/09716776.pdf?arnumber=9716776","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:39:04Z","timestamp":1764959944000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9716776\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":40,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2022.3144162","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}