대학공과대학교통시스템공학과
김의진Eui-Jin Kim
- 소속 교통시스템공학과
- 연구실산학협력원 823호
- 이메일 euijin@ajou.ac.kr
- 내선번호2402
관심분야
- 인공지능, 행동모형, 교통계획
학력
- 2021.02 서울대학교대학원 박사
경력
2021.03~2022.05 서울대학교 BK21인프라스피어 교육연구단, 박사후연구원 2022.06~2023.02 National University of Singapore, Research Fellow
대표논문
- [논문] 김의진(제1), 강민지, 박신형*, Deep survival analysis model for incidentclearance time prediction, Journal of Intelligent Transportation Systems, pp. 2315126-2315126 (02월, 2024)
- [논문] 주양준(제1), 김의진, 김동규, Peter Y. Park*, A generalized driving risk assessment on high-speed highways using field theory, Analytic Methods in Accident Research, pp. 100303-100303 (12월, 2023)
- [논문] 김의진(제1), Prateek Bansal*, A deep generative model for feasible and diverse population synthesis, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, Vol.148, pp. 104053-104053 (03월, 2023)
- [논문] 신용근(제1), 김동규, 김의진*, Activity-based TOD Typology for Seoul Transit Station Areas Using Smart-card Data, Journal of Transport Geography, Vol.150, pp. 103459-103459 (12월, 2022)
- [논문] 신용우(제1), 김동규, 김의진*, Impact of Driver Behavior and Vehicle Type on Safety of Vehicle Platoon Under Lane Change Situation, TRANSPORTATION RESEARCH RECORD, pp. 0-0 (10월, 2022)
연구활동
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- [논문] 이희창(제1), Prateek Bansal, Khoa D. Vo, 김의진*, Collaborative generative adversarial networks for fusing householdtravel survey and smart card data to generate heterogeneousactivity schedules in urban digital twins, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, pp. 105125-105125 (7월, 2025)
- [논문] Jiaxuan Ding(제1), 김의진, Vladimir Maksimenko, Prateek Bansal*, Can decoy effects nudge ride-hailing drivers’ preferences for electric vehicles?, TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, pp. 104470-104470 (6월, 2025)
- [논문] Mengyun Xu (제1), 김의진, Tony Z. Qiu, Jie Fang *, Prateek Bansal*, Physics informed deep generative model for vehicle trajectoryreconstruction at arterial intersections in connectedvehicle environment, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, pp. 104985-104985 (2월, 2025)