{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T04:26:42Z","timestamp":1768796802749,"version":"3.49.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Transportation and Logistics R&D Program"},{"DOI":"10.13039\/501100003565","name":"Ministry of Land, Infrastructure and Transport","doi-asserted-by":"publisher","award":["17TLRP-B131486-01"],"award-info":[{"award-number":["17TLRP-B131486-01"]}],"id":[{"id":"10.13039\/501100003565","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002994","name":"Ministry of Knowledge Economy","doi-asserted-by":"publisher","award":["10033333"],"award-info":[{"award-number":["10033333"]}],"id":[{"id":"10.13039\/501100002994","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IT R&D Program of MSIP"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1109\/tits.2018.2848300","type":"journal-article","created":{"date-parts":[[2018,7,9]],"date-time":"2018-07-09T22:26:30Z","timestamp":1531175190000},"page":"1215-1225","source":"Crossref","is-referenced-by-count":29,"title":["Predicting the EEG Level of a Driver Based on Driving Information"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4690-7049","authenticated-orcid":false,"given":"Hyun Suk","family":"Kim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2442-0080","authenticated-orcid":false,"given":"Daesub","family":"Yoon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hyun Soon","family":"Shin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheong Hee","family":"Park","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","author":"witten","year":"2011","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref38","year":"2015","journal-title":"WEKA 3 Data mining software in JAVA"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref32","first-page":"1","article-title":"Support vector machine vs an optimized neural network for diagnosing plant diseases","author":"sammany","year":"2006","journal-title":"Proc ICENCO"},{"key":"ref31","first-page":"37","article-title":"MLP and SVM networks&#x2014;A comparative study","author":"osowski","year":"2004","journal-title":"Proc 6th Nordic Signal Process Symp (NORSIG)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-009-0459-7"},{"key":"ref37","author":"han","year":"2006","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5019\/j.ijcir.2006.51"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref34","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref10","first-page":"1","article-title":"EEG signal classification using k-means and fuzzy c means clustering methods","volume":"2","author":"hegde","year":"2015","journal-title":"Int J Eng Sci Technol"},{"key":"ref40","year":"2015","journal-title":"Dewesoft 6 6 7"},{"key":"ref11","first-page":"198","article-title":"Estimation of workload using EEG data and classification using linear classifiers","volume":"6","author":"sharma","year":"2015","journal-title":"Int J Sci Eng Res"},{"key":"ref12","article-title":"Driver&#x2019;s mental workload assessment using EEG data in a dual task paradigm","author":"lei","year":"2009","journal-title":"Proc Int Technical Conf Enhanced Safety of Vehicles"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s12239-013-0106-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2333750"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1177\/0018720811400601"},{"key":"ref16","article-title":"Towards driver&#x2019;s state recognition on real driving conditions","volume":"2011","author":"rigas","year":"2011","journal-title":"Int J Veh Technol"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.9790\/9622-0707095571"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.01.040"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.01.011"},{"key":"ref28","author":"tan","year":"2006","journal-title":"Introduction to Data Mining"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.4174\/jkss.2009.76.2.73"},{"key":"ref27","author":"yoon","year":"2004","journal-title":"Clinical Electroencephalogram"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/001401399185117"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2011.07.008"},{"key":"ref29","author":"fayyad","year":"1996","journal-title":"Advances in Knowledge Discovery and Data Mining"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.ssci.2008.01.007","article-title":"Can SVM be used for automatic EEG detection of drowsiness during car driving?","volume":"47","author":"mervyn","year":"2009","journal-title":"Saf Sci"},{"key":"ref8","first-page":"230","article-title":"Study of driver workload-based smartphone control service","author":"kim","year":"2013","journal-title":"Proc IEEE Veh Netw Conf"},{"key":"ref7","first-page":"35","article-title":"Technology to support safe driving of a driver for ITS","volume":"22","author":"yoon","year":"2015","journal-title":"Indust Eng Mag"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/cne.920180503"},{"key":"ref9","article-title":"The measurement of drivers&#x2019;mental workload","author":"waard","year":"1996"},{"key":"ref1","article-title":"Workload assessment methodology","volume":"2","author":"o\u2019donnel","year":"1986","journal-title":"Handbook of Perception and Human Performance"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6945054"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.14257\/ijsia.2015.9.6.13"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2014.07.045"},{"key":"ref24","author":"niedermeyer","year":"2005","journal-title":"Electroencephalography Basic Principles Clinical Applications and Related Fields"},{"key":"ref23","year":"2015","journal-title":"DVI DB(Driver-Vehicle Interaction Database)"},{"key":"ref26","year":"2017"},{"key":"ref25","author":"kim","year":"2001","journal-title":"Electroencephalogr"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/8678528\/08408538.pdf?arnumber=8408538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:08:40Z","timestamp":1657746520000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8408538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4]]},"references-count":40,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tits.2018.2848300","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,4]]}}}