{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T19:38:48Z","timestamp":1785440328623,"version":"3.56.0"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:00:00Z","timestamp":1619827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2017YFE0117500"],"award-info":[{"award-number":["2017YFE0117500"]}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2019JJ40150"],"award-info":[{"award-number":["2019JJ40150"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61702183"],"award-info":[{"award-number":["61702183"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002767","name":"Hunan Provincial Science and Technology Department","doi-asserted-by":"publisher","award":["2019GK2131"],"award-info":[{"award-number":["2019GK2131"]}],"id":[{"id":"10.13039\/501100002767","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Project of Hunan Provincial Education Department","award":["17A113"],"award-info":[{"award-number":["17A113"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2021,5]]},"DOI":"10.1109\/tii.2020.3022432","type":"journal-article","created":{"date-parts":[[2020,9,11]],"date-time":"2020-09-11T17:09:28Z","timestamp":1599844168000},"page":"3469-3477","source":"Crossref","is-referenced-by-count":359,"title":["Variational LSTM Enhanced Anomaly Detection for Industrial Big Data"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3488-4679","authenticated-orcid":false,"given":"Xiaokang","family":"Zhou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6342-7672","authenticated-orcid":false,"given":"Yiyong","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0689-256X","authenticated-orcid":false,"given":"Wei","family":"Liang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianhua","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1325-4275","authenticated-orcid":false,"given":"Qun","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2799854"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2017.2772792"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2926365"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.104"},{"key":"ref14","first-page":"1","article-title":"Real time intrusion and wormhole attack detection in Internet of Things","volume":"121","author":"pongle","year":"2015","journal-title":"Int J Comput Appl"},{"key":"ref15","first-page":"16","article-title":"Intrusion detection system to detect sink- hole attack on RPL protocol in Internet of Things","volume":"4","author":"stephen","year":"2017","journal-title":"Int J Elect Electron Comput Sci Eng"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2780250"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SPW.2018.00013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.2966615"},{"key":"ref4","article-title":"Stochastic gradient vb and the variational auto-encoder","volume":"19","author":"kingma","year":"2014","journal-title":"Proc 2nd Int Conf Learn Representations"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013302"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.icte.2019.08.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.09.043"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2846359"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2018.09.002"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2883344"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2494502"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2711039"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.09.002"},{"key":"ref20","article-title":"Deep learning and its applications to machine health monitoring: A survey","author":"zhao","year":"2016"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.07.183"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s16101701"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2938778"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2016.7733515"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/19393555.2015.1125974"},{"key":"ref25","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"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/9361473\/09195000.pdf?arnumber=9195000","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:47:44Z","timestamp":1641988064000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9195000\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5]]},"references-count":27,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tii.2020.3022432","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5]]}}}