{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T02:01:55Z","timestamp":1774922515377,"version":"3.50.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/tsg.2018.2873001","type":"journal-article","created":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T19:41:10Z","timestamp":1566502870000},"page":"5007-5020","source":"Crossref","is-referenced-by-count":127,"title":["A Deep Learning-Based Feature Extraction Framework for System Security Assessment"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5790-5025","authenticated-orcid":false,"given":"Mingyang","family":"Sun","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4619-2592","authenticated-orcid":false,"given":"Ioannis","family":"Konstantelos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7421-3947","authenticated-orcid":false,"given":"Goran","family":"Strbac","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2010.2082575"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2013.2238684"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2289741"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","article-title":"Learning representations by back-propagating errors","volume":"323","author":"rumelhart","year":"1986","journal-title":"Nature"},{"key":"ref37","article-title":"TensorFlow: Large-scale machine learning on heterogeneous distributed systems","author":"abadi","year":"2016","journal-title":"eprint arXiv 1603 04467"},{"key":"ref36","year":"2013","journal-title":"IEEE 118-Bus System Data"},{"key":"ref35","first-page":"37","article-title":"Evaluation: From precision, recall and F-measure to ROC, informedness, markedness and correlation","volume":"2","author":"powers","year":"2011","journal-title":"J Mach Learn Technol"},{"key":"ref34","first-page":"153","article-title":"Greedy layer-wise training of deep networks","author":"bengio","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2013.2281118"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2707501"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/59.962423"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2750119"},{"key":"ref14","first-page":"1783","article-title":"Probabilistic non-linear principal component analysis with Gaussian process latent variable models","volume":"6","author":"lawrence","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2686012"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.10.008"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2805723"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2703842"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2012.08.010"},{"key":"ref4","volume":"7","author":"kundur","year":"1994","journal-title":"Power System Stability and Control"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/cjs.10141"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2669839"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-1635-0"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2496302"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2012.07.057"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.1993.320622"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2606888"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2187220"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2687983"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2016.2614366"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2818167"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2682249"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/PSCC.2016.7540902"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.insmatheco.2007.02.001"},{"key":"ref25","author":"nelsen","year":"2007","journal-title":"An Introduction to Copulas"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165411\/8809237\/08477148.pdf?arnumber=8477148","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:56:19Z","timestamp":1657745779000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477148\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":39,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2018.2873001","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9]]}}}