Zeyang Cheng

Short-Term Traffic Flow Prediction: An Integrated Method of Econometrics and Hybrid Deep Learning

Zeyang Cheng, Jian Lü, Huajian Zhou et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 85 citations

Convolutional Neural Network, Deep Neural Networks, Hybrid Deep Learning +13

Analyzing traffic violation behavior at urban intersections: A spatio-temporal kernel density estimation approach using automated enforcement system data

Yunxuan Li, Mohamed Abdel‐Aty, Jinghui Yuan et al. · Accident Analysis & Prevention · 2020 · 76 citations

Intelligent Traffic Management, Engineering, Data Science +11

Classifying the traffic state of urban expressways: A machine-learning approach

Zeyang Cheng, Wei Wang, Jian Lü et al. · Transportation Research Part A Policy and Practice · 2018 · 75 citations

Traffic State, Traffic Theory, Engineering +11

Traffic Crash Evolution Characteristic Analysis and Spatiotemporal Hotspot Identification of Urban Road Intersections

Zeyang Cheng, Zhenshan Zu, Jian Lü · Sustainability · 2018 · 71 citations · Full text

Engineering, Safety Science, Traffic Injury +23

Freeway crash risks evaluation by variable speed limit strategy using real-world traffic flow data

Zeyang Cheng, Jian Lü, Yunxuan Li · Accident Analysis & Prevention · 2018 · 31 citations

Engineering, Traffic Flow, Data Science +8