{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T12:18:51Z","timestamp":1764937131968,"version":"3.28.0"},"reference-count":44,"publisher":"IEEE","license":[{"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":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/acii.2019.8925507","type":"proceedings-article","created":{"date-parts":[[2019,12,27]],"date-time":"2019-12-27T08:44:34Z","timestamp":1577436274000},"page":"1-7","source":"Crossref","is-referenced-by-count":28,"title":["Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning"],"prefix":"10.1109","author":[{"given":"Pritam","family":"Sarkar","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering"}]},{"given":"Kyle","family":"Ross","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering"}]},{"given":"Aaron J.","family":"Ruberto","sequence":"additional","affiliation":[{"name":"Departments of Emergency Medicine and Critical Care Medicine"}]},{"given":"Dirk","family":"Rodenburg","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Applied Science"}]},{"given":"Paul","family":"Hungler","sequence":"additional","affiliation":[{"name":"Queen's University,Department of Chemical Engineering,Kingston,Canada"}]},{"given":"Ali","family":"Etemad","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering"}]}],"member":"263","reference":[{"key":"ref39","first-page":"94","article-title":"Facial landmark detection by deep multi-task learning","author":"zhang","year":"0","journal-title":"European Conference on Computer Vision"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"journal-title":"Cardiology Explained","year":"2004","author":"ashley","key":"ref33"},{"journal-title":"Consensys ecg","year":"0","key":"ref32"},{"journal-title":"Microsoft hololens-mixed reality technology for business","year":"0","key":"ref31"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/COMPANION.2017.8287084"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF00648343"},{"journal-title":"Heart rate variability standards of measurement physiological interpretation and clinical use task force of the european society of cardiology and the north american society of pacing and electrophysiology","year":"1996","author":"camm","key":"ref36"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2831209"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1985.325532"},{"journal-title":"Measuring cognitive load","year":"2010","author":"brunken","key":"ref10"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2579306"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1177\/0959354394044004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0959-4752(94)90003-5"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2466\/pms.1994.79.1.419"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/NER.2013.6695980"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1207\/S15326985EP3801_8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/34.954607"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2005.848368"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/10447310902963944"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2006.259421"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1037\/10261-000"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1136\/qshc.2009.038562"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2666633.2666638"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1177\/0018720812442086"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1097\/SIH.0000000000000097"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2017.8273589"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/GEM.2018.8587618"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1207\/S15326985EP3801_4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2923.2009.03498.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2923.37.s1.6.x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1037\/\/0022-0663.84.4.429"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3109\/0142159X.2013.818632"},{"key":"ref20","first-page":"99","article-title":"Classifying drivers' cognitive load using eeg signals","author":"barua","year":"2017","journal-title":"pHealth"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2017.8273576"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CSPA.2011.5759912"},{"journal-title":"Adam A method for stochastic optimization","year":"2014","author":"kingma","key":"ref42"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/08839510290030390"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref23","article-title":"Estimating audience engagement to predict movie ratings","author":"navarathna","year":"2017","journal-title":"IEEE Transactions on Affective Computing"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2036164"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3213309"},{"journal-title":"TensorFlow Large-Scale Machine Learning on Heterogeneous Systems","year":"2015","author":"abadi","key":"ref43"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.4108\/icst.bodynets.2014.257019"}],"event":{"name":"2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)","start":{"date-parts":[[2019,9,3]]},"location":"Cambridge, UK","end":{"date-parts":[[2019,9,6]]}},"container-title":["2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8911251\/8925431\/08925507.pdf?arnumber=8925507","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,11]],"date-time":"2023-01-11T17:21:33Z","timestamp":1673457693000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8925507\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/acii.2019.8925507","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}