Accident risk assessment and prediction using surrogate indicators and machine learning

by Shi, Xiupeng
Published 2019

Estimating Safety Effects of Green-Man Countdown Devices at Signalized Pedestrian Crosswalk Based on Cellular Automata

by Chai, Chen, Shi, Xiupeng, Wong, Yiik Diew
Published 2017

A machine learning based study on pedestrian movement dynamics under emergency evacuation

by Wang, Ke, Shi, Xiupeng, Goh, Algena Pei Xuan, Qian, Shunzhi
Published 2020

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

by Shi, Xiupeng, Wong, Yiik Diew, Li, Michael Zhi Feng, Chai, C.
Published 2020

An automated machine learning (AutoML) method of risk prediction for decision-making of autonomous vehicles

by Shi, Xiupeng, Wong, Yiik Diew, Chai, Chen, Li, Michael Zhi Feng
Published 2022

Fuzzy logic-based observation and evaluation of pedestrians’ behavioral patterns by age and gender

by Chai, Chen, Shi, Xiupeng, Wong, Yiik Diew, Er, Meng Joo, Gwee, Evan Tat Meng
Published 2018

Automatic clustering for unsupervised risk diagnosis of vehicle driving for smart road

by Shi, Xiupeng, Wong, Yiik Diew, Chai, Chen, Li, Michael Zhi Feng, Chen, Tianyi, Zeng, Zeng
Published 2022