{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T05:20:07Z","timestamp":1769923207628,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,8]],"date-time":"2022-10-08T00:00:00Z","timestamp":1665187200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,8]],"date-time":"2022-10-08T00:00:00Z","timestamp":1665187200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012652","name":"ETH Zurich","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012652","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009572","name":"University of St. Gallen, Switzerland","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009572","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001655","name":"German Academic Exchange Service (DAAD)","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001655","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001711","name":"Swiss National Science Foundation","doi-asserted-by":"publisher","award":["CRSII5_183569"],"award-info":[{"award-number":["CRSII5_183569"]}],"id":[{"id":"10.13039\/501100001711","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,8]]},"DOI":"10.1109\/itsc55140.2022.9922011","type":"proceedings-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:40:13Z","timestamp":1667526013000},"page":"1106-1113","source":"Crossref","is-referenced-by-count":2,"title":["Driver state prediction from vehicle signals: An evaluation of segmentation approaches"],"prefix":"10.1109","author":[{"given":"Martin","family":"Maritsch","sequence":"first","affiliation":[{"name":"ETH Zurich,Department of Management, Technology and Economics,Switzerland"}]},{"given":"Kevin","family":"Koch","sequence":"additional","affiliation":[{"name":"Institute of Technology Management, University of St. Gallen,Switzerland"}]},{"given":"Hauke","family":"Thomsen","sequence":"additional","affiliation":[{"name":"Institute of Information Systems and Marketing, Karlsruhe Institute of Technology,Germany"}]},{"given":"Niklas","family":"Kuhl","sequence":"additional","affiliation":[{"name":"Institute of Information Systems and Marketing, Karlsruhe Institute of Technology,Germany"}]},{"given":"Matthias","family":"Pfaffli","sequence":"additional","affiliation":[{"name":"Institute of Forensic Medicine, University of Bern,Department of Traffic Sciences,Switzerland"}]},{"given":"Wolfgang","family":"Weinmann","sequence":"additional","affiliation":[{"name":"Institute of Forensic Medicine, University of Bern,Forensic Toxicology and Chemistry,Switzerland"}]},{"given":"Felix","family":"Wortmann","sequence":"additional","affiliation":[{"name":"Institute of Technology Management, University of St. Gallen,Switzerland"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3478078"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph16111935"},{"key":"ref3","article-title":"Towards Non-Intrusive Camera-Based Heart Rate Variability Estimation in the Car under Naturalistic Condition","author":"Liu","year":"2021","journal-title":"IEEE Internet of Things Journal"},{"key":"ref4","article-title":"Driver2vec: Driver Identification from Automotive Data","volume-title":"MileTS \u201920: 6th KDDWorkshop on Mining and Learning from Time Series","author":"Yang","year":"2021"},{"key":"ref5","article-title":"Driver Identification via the Steering Wheel","author":"Gahr","year":"2019","journal-title":"arXiv"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2016.7795670"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2836308"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569510"},{"key":"ref9","first-page":"997","article-title":"Driving event detection and driving style classification using artificial neural net-works","volume-title":"IEEE International Conference on Industrial Technology","author":"Brombacher","year":"2017"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2013.6629603"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-36365-9_14"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2018.01.005"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2007.4290173"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s12239-016-0016-y"},{"key":"ref15","article-title":"Using vehicle-based sensors of driver behavior to detect alcohol impairment","volume-title":"22nd International Technical Conference on the Enhanced Safety of Vehicles (ESV)","author":"Lee"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsr.2015.06.007"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1177\/1550147720905234"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2337\/db21-5-LB"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2780089"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1515\/popets-2015-0029"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.4271\/2014-01-0299"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/15389588.2019.1587167"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2017.03.001"},{"key":"ref24","article-title":"TRAFFIC SAFETY FACTS - Overview of Motor Vehicle Crashes in 2019","year":"2019","journal-title":"US Department of Transportation, NHSTA"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2016.01.001"},{"key":"ref26","first-page":"3147","article-title":"LightGBM: A highly efficient gradient boosting decision tree","author":"Ke","year":"2017","journal-title":"Advances in Neural Information Processing Systems, Long Beach, CA, USA"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1111\/1556-4029.12227"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.2991\/ijcis.2011.4.3.10"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2012.12.042"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2016.10.013"}],"event":{"name":"2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)","location":"Macau, China","start":{"date-parts":[[2022,10,8]]},"end":{"date-parts":[[2022,10,12]]}},"container-title":["2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9921415\/9921739\/09922011.pdf?arnumber=9922011","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T06:14:17Z","timestamp":1706076857000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9922011\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,8]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/itsc55140.2022.9922011","relation":{},"subject":[],"published":{"date-parts":[[2022,10,8]]}}}