Chengcheng Xu

Using support vector machine models for crash injury severity analysis

Zhibin Li, Pan Liu, Wei Wang et al. · Accident Analysis & Prevention · 2011 · 310 citations

Engineering, Automotive Engineering, Data Science +13

The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets

Chengcheng Xu, Junyi Ji, Pan Liu · Transportation Research Part C Emerging Technologies · 2018 · 290 citations

Planning, Data Science, Transportation Planning +16

Comparing Prediction Performance for Crash Injury Severity Among Various Machine Learning and Statistical Methods

Jian Zhang, Zhibin Li, Ziyuan Pu et al. · IEEE Access · 2018 · 250 citations · Full text

Computing, Computer Science, Machine Learning +16

A crash prediction method based on bivariate extreme value theory and video-based vehicle trajectory data

Chen Wang, Chengcheng Xu, Yulu Dai · Accident Analysis & Prevention · 2018 · 202 citations

Engineering, Automotive Engineering, Data Science +16

Reinforcement Learning-Based Variable Speed Limit Control Strategy to Reduce Traffic Congestion at Freeway Recurrent Bottlenecks

Zhibin Li, Chengcheng Xu, Hui Duan et al. · IEEE Transactions on Intelligent Transportation Systems · 2017 · 201 citations

Engineering, Transportation Planning, Markov Decision Processes +16