{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T10:14:16Z","timestamp":1783592056869,"version":"3.55.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Regional Innovation Strategy (RIS) through by the National Research Foundation of Korea (NRF) by the Ministry of Education","award":["2021RIS-004"],"award-info":[{"award-number":["2021RIS-004"]}]},{"DOI":"10.13039\/501100002560","name":"Soonchunhyang University Research Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002560","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tits.2024.3478212","type":"journal-article","created":{"date-parts":[[2024,10,28]],"date-time":"2024-10-28T17:42:03Z","timestamp":1730137323000},"page":"20478-20492","source":"Crossref","is-referenced-by-count":5,"title":["Boosting Weak Learners With Multi-Agent Reinforcement Learning for Enhanced Stacking Models: An Application on Driver Emotion Classification"],"prefix":"10.1109","volume":"25","author":[{"given":"Seo-Hee","family":"Kim","sequence":"first","affiliation":[{"name":"Asan Medical Center, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eunseo","family":"Jung","sequence":"additional","affiliation":[{"name":"Department of ICT Convergence, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hyojin","family":"Shin","sequence":"additional","affiliation":[{"name":"Department of ICT Convergence, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"In-Beom","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Smart Automobile, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8231-0018","authenticated-orcid":false,"given":"Jiyoung","family":"Woo","sequence":"additional","affiliation":[{"name":"Department of AI and Big Data, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2011.02.004"},{"key":"ref2","volume-title":"Read the Driver\u2019s Expression, Measure Blood Pressure, Communicate With the Car","author":"Shin","year":"2023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0254108"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9326-7_1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DSMP.2018.8478522"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2961111.2962610"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SAM.2018.8448945"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SCSE56529.2022.9905108"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICSGRC55096.2022.9845131"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10015-023-00858-y"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3007357"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3119921"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/I2CT57861.2023.10126274"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE59016.2024.10444365"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/rs12030587"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NCC55593.2022.9806751"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/I4C57141.2022.10057662"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3304128"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2987724"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph19053085"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3127935"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12010026"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-023-01100-9"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2020.2991079"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2020.117794"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2022.123857"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/en16114401"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00117"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2022.3206731"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/s23010098"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2023.01.012"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3115477"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/make1010032"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50027-1"},{"key":"ref37","article-title":"Reward design in cooperative multi-agent reinforcement learning for packet routing","author":"Mao","year":"2020","journal-title":"arXiv:2003.03433"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01557-2"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2012.08.009"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2014.10.002"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.01.006"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/su142113938"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3388790"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2013.11.005"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2016.02.009"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1080\/13669877.2014.919516"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsr.2013.01.009"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2012.07.002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2018.00359"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2016.1198524"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4350640"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00040"},{"key":"ref54","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"Guyon","year":"2003","journal-title":"J. Mach. Learn. Res."},{"issue":"6","key":"ref55","first-page":"124","article-title":"Feature selection method to improve the accuracy of classification algorithm","volume":"8","author":"Nair","year":"2019","journal-title":"Int. J. Innov. Technol. Exploring Eng."},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.2307\/2344614"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref58","article-title":"An overview of gradient descent optimization algorithms","author":"Ruder","year":"2016","journal-title":"arXiv:1609.04747"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1883"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"ref61","first-page":"41","article-title":"An empirical study of the Na\u00efve Bayes classifier","volume-title":"Proc. IJCAI Workshop Empirical Methods Artif. Intell.","volume":"3","author":"Rish"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2941229"},{"key":"ref63","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv:1312.5602"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6979\/10769775\/10736950.pdf?arnumber=10736950","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,28]],"date-time":"2024-11-28T05:41:39Z","timestamp":1732772499000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10736950\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":63,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tits.2024.3478212","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}