Xiao Wen

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP

Xiao Wen, Yuanchang Xie, Lingtao Wu et al. · Accident Analysis & Prevention · 2021 · 290 citations

Engineering, Road Traffic Safety, Civil Engineering +10

Applications of machine learning methods in traffic crash severity modelling: current status and future directions

Xiao Wen, Yuanchang Xie, Liming Jiang et al. · Transport Reviews · 2021 · 110 citations

Engineering, Machine Learning, Safety Science +17

On the interpretability of machine learning methods in crash frequency modeling and crash modification factor development

Xiao Wen, Yuanchang Xie, Liming Jiang et al. · Accident Analysis & Prevention · 2022 · 70 citations

Engineering, Accident Investigation, Data Mining +11

Reinforcement Learning based cooperative longitudinal control for reducing traffic oscillations and improving platoon stability

Liming Jiang, Yuanchang Xie, Nicholas G. Evans et al. · Transportation Research Part C Emerging Technologies · 2022 · 61 citations

Engineering, Vehicle Control, Intelligent Control +6

A novel generative adversarial network for improving crash severity modeling with imbalanced data

Junlan Chen, Ziyuan Pu, Nan Zheng et al. · Transportation Research Part C Emerging Technologies · 2024 · 32 citations

Crash Severity, Engineering, Machine Learning +7