{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T20:04:31Z","timestamp":1780085071258,"version":"3.54.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Outstanding Youth Science Foundation"},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["24Z990200855"],"award-info":[{"award-number":["24Z990200855"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"General Program of NSFC","award":["25Z031504686"],"award-info":[{"award-number":["25Z031504686"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/thms.2026.3667782","type":"journal-article","created":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T19:54:04Z","timestamp":1776369244000},"page":"625-635","source":"Crossref","is-referenced-by-count":0,"title":["Driver's Perceived Risk Prediction Method Based on Semisupervised Learning Strategy"],"prefix":"10.1109","volume":"56","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-3456-1116","authenticated-orcid":false,"given":"Siwei","family":"Huang","sequence":"first","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3616-4014","authenticated-orcid":false,"given":"Chenhao","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5379-1561","authenticated-orcid":false,"given":"Chuan","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8909-2201","authenticated-orcid":false,"given":"Xi","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6107-4044","authenticated-orcid":false,"given":"Ronghui","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Intelligent Systems Engineering, Sun Yan-sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2023.107381"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/risa.13190"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2022.08.022"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/s12544-024-00681-x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-024-01895-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2014.05.003"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2022.02.016"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2019.2925717"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1177\/03611981221104455"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1518\/001872095779049543"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2022.3144956"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2023.01.014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2021.106157"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3409874"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2023.107273"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2017.2751556"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2008.01.003"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtte.2023.07.005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2401837"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-18353-4"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3105518"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3379573"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s42154-022-00209-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2024.107647"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3033276"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.125292"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2023.3309274"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2024.107830"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2022.07.008"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2024.2397180"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IV51971.2022.9827058"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2020.105680"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2019.05.021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3074854"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2024.08.001"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05855-6"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2022.3228047"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115041"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858783"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/00140130701318665"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/s18124313"},{"key":"ref43","article-title":"NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles","volume-title":"Proc. CVPR ADP3 Workshop","author":"Caesar","year":"2021"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05815-0"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1090.001.0001"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2018.05.007"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1002\/atr.5670410105"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2004.09.003"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221037\/11538094\/11482723.pdf?arnumber=11482723","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T19:56:49Z","timestamp":1780084609000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11482723\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":50,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/thms.2026.3667782","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"value":"2168-2291","type":"print"},{"value":"2168-2305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]}}}