Zhenzhou Yuan

Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods

Yang Yang, Kun He, Yunpeng Wang et al. · Physica A Statistical Mechanics and its Applications · 2022 · 120 citations

Cross-area Freeways, Engineering, Machine Learning +11

The stabilization effect of the density difference in the modified lattice hydrodynamic model of traffic flow

Junfang Tian, Zhenzhou Yuan, Bin Jia et al. · Physica A Statistical Mechanics and its Applications · 2012 · 109 citations

Engineering, Traffic Flow, Fluid Mechanics +8

Older Pedestrian Traffic Crashes Severity Analysis Based on an Emerging Machine Learning XGBoost

Manze Guo, Zhenzhou Yuan, Bruce N. Janson et al. · Sustainability · 2021 · 91 citations · Full text

Engineering, Machine Learning, Safety Science +20

Predicting Freeway Traffic Crash Severity Using XGBoost-Bayesian Network Model with Consideration of Features Interaction

Yang Yang, Kun Wang, Zhenzhou Yuan et al. · Journal of Advanced Transportation · 2022 · 90 citations · Full text

Engineering, Machine Learning, Safety Science +23

ASSESSMENT OF OSCULATING VALUE METHOD BASED ON ENTROPY WEIGHT TO TRANSPORTATION ENERGY CONSERVATION AND EMISSION REDUCTION

Yang Yang, Zhenzhou Yuan, Jinjie Chen et al. · Environmental Engineering and Management Journal · 2017 · 70 citations · Full text

Engineering, Energy Efficiency, Energy Conversion +19