Michael Z.F. Li

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

The role of speed–flow relationship in congestion pricing implementation with an application to Singapore

Michael Z.F. Li · Transportation Research Part B Methodological · 2002 · 99 citations

Pricing, Engineering, Traffic Flow +9

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

Estimating congestion toll by using traffic count data — Singapore's area licensing scheme

Michael Z.F. Li · Transportation Research Part E Logistics and Transportation Review · 1999 · 38 citations

Congestion Toll, Engineering, Data Science +8