{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T00:39:00Z","timestamp":1753922340998,"version":"3.28.0"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/embc.2019.8857588","type":"proceedings-article","created":{"date-parts":[[2019,10,8]],"date-time":"2019-10-08T00:51:21Z","timestamp":1570495881000},"page":"4152-4155","source":"Crossref","is-referenced-by-count":5,"title":["Deep Learning with Convolutional Neural Network for detecting microsleep states from EEG: A comparison between the oversampling technique and cost-based learning"],"prefix":"10.1109","author":[{"given":"Venkat","family":"Krishnamoorthy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reza","family":"Shoorangiz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephen J.","family":"Weddell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lutz","family":"Beckert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard D.","family":"Jones","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2006.260411"},{"key":"ref12","first-page":"4650","article-title":"Prediction of mi-crosleeps from EEG: Preliminary results","author":"shoorangiz","year":"2016","journal-title":"38th Ann Int Conf of the IEEE Engg in Med and Bio Soc (EMBC)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2869.2006.00545.x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007733"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.17"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"3573","DOI":"10.1109\/TNNLS.2017.2732482","article-title":"Cost-sensitive learning of deep feature representations from imbalanced data","volume":"29","author":"khan","year":"2018","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/8\/1\/016003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2010.5626385"},{"key":"ref6","article-title":"Prediction of microsleeps from EEG using bayesian approaches","author":"shoorangiz","year":"2018","journal-title":"Ph D Dissertation"},{"key":"ref5","article-title":"Reservoir computing approaches to EEG-based detection of microsleeps","author":"ayyagari","year":"2017","journal-title":"Ph D Dissertation"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2878587"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2010.5625953"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2007.893452"},{"key":"ref9","article-title":"Learning representations from EEG with deep recurrent-convolutional neural networks","author":"bashivan","year":"2015","journal-title":"CoRR"}],"event":{"name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","start":{"date-parts":[[2019,7,23]]},"location":"Berlin, Germany","end":{"date-parts":[[2019,7,27]]}},"container-title":["2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844528\/8856280\/08857588.pdf?arnumber=8857588","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T03:13:23Z","timestamp":1657854803000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8857588\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/embc.2019.8857588","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}