Chen Chai

A feature learning approach based on XGBoost for driving assessment and risk prediction

Xiupeng Shi, Yiik Diew Wong, Michael Z.F. Li et al. · Accident Analysis & Prevention · 2019 · 331 citations

Engineering, Machine Learning, Data Science +10

Key risk indicators for accident assessment conditioned on pre-crash vehicle trajectory

Xiupeng Shi, Yiik Diew Wong, Michael Z.F. Li et al. · Accident Analysis & Prevention · 2018 · 105 citations

Risk Assessment, Engineering, Accident Assessment +13

An Automated Machine Learning (AutoML) Method of Risk Prediction for Decision-Making of Autonomous Vehicles

Xiupeng Shi, Yiik Diew Wong, Chen Chai et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 95 citations

Artificial Intelligence, Engineering, Machine Learning +20

Calibration and evaluation of the Responsibility-Sensitive Safety model of autonomous car-following maneuvers using naturalistic driving study data

Xiaoyan Xu, Xuesong Wang, Xiangbin Wu et al. · Transportation Research Part C Emerging Technologies · 2021 · 82 citations

Cognitive Science, Behavioral Sciences, Responsibility-sensitive Safety Model +11

Micro-simulation of vehicle conflicts involving right-turn vehicles at signalized intersections based on cellular automata

Chen Chai, Yiik Diew Wong · Accident Analysis & Prevention · 2013 · 55 citations · Full text

Intelligent Traffic Management, Engineering, Cellular Automata +10