Chengcheng Xu

Overview

Best Publications

• Using support vector machine models for crash injury severity analysis.

  Zhibin Li;Pan Liu;Weixu Wang;Chengcheng Xu

  332
  Citations

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

  Chengcheng Xu;Junyi Ji;Pan Liu

  300
  Citations

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

  Jian Zhang;Zhibin Li;Ziyuan Pu;Chengcheng Xu

  246
  Citations

• Evaluation of the impacts of traffic states on crash risks on freeways.

  Chengcheng Xu;Pan Liu;Weixu Wang;Zhibin Li

  241
  Citations

• Predicting crash likelihood and severity on freeways with real-time loop detector data

  Chengcheng Xu;Andrew P. Tarko;Weixu Wang;Pan Liu

  236
  Citations

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

  Zhibin Li;Pan Liu;Chengcheng Xu;Hui Duan

  199
  Citations

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

  Chen Wang;Chengcheng Xu;Yulu Dai

  189
  Citations

• A combined use of microscopic traffic simulation and extreme value methods for traffic safety evaluation

  Chen Wang;Chengcheng Xu;Jingxin Xia;Zhendong Qian

  156
  Citations

• Identifying crash-prone traffic conditions under different weather on freeways

  Chengcheng Xu;Weixu Wang;Pan Liu

  151
  Citations

• Exploring Bikesharing Travel Patterns and Trip Purposes Using Smart Card Data and Online Point of Interests

  Jie Bao;Chengcheng Xu;Pan Liu;Wei Wang

  147
  Citations

• Exploring unobserved heterogeneity in bicyclists' red-light running behaviors at different crossing facilities

  Yanyong Guo;Yanyong Guo;Zhibin Li;Yao Wu;Chengcheng Xu

  144
  Citations

• A Genetic Programming Model for Real-Time Crash Prediction on Freeways

  Chengcheng Xu;Wei Wang;Pan Liu

  136
  Citations

• Association rule analysis of factors contributing to extraordinarily severe traffic crashes in China.

  Chengcheng Xu;Jie Bao;Chen Wang;Pan Liu

  135
  Citations

• Statistical analysis of the patterns and characteristics of connected and autonomous vehicle involved crashes.

  Chengcheng Xu;Zijian Ding;Chen Wang;Zhibin Li

  133
  Citations

• Development of a variable speed limit strategy to reduce secondary collision risks during inclement weathers.

  Zhibin Li;Ye Li;Pan Liu;Weixu Wang

  130
  Citations

• Integrated Cooperative Adaptive Cruise and Variable Speed Limit Controls for Reducing Rear-End Collision Risks Near Freeway Bottlenecks Based on Micro-Simulations

  Ye Li;Chengcheng Xu;Lu Xing;Wei Wang

  100
  Citations

• Short-term prediction of safety and operation impacts of lane changes in oscillations with empirical vehicle trajectories.

  Meng Li;Zhibin Li;Chengcheng Xu;Tong Liu

  99
  Citations

• Real-time estimation of secondary crash likelihood on freeways using high-resolution loop detector data

  Chengcheng Xu;Pan Liu;Bo Yang;Wei Wang

  95
  Citations

• Development of a Control Strategy of Variable Speed Limits to Reduce Rear-End Collision Risks Near Freeway Recurrent Bottlenecks

  Zhibin Li;Pan Liu;Wei Wang;Chengcheng Xu

  88
  Citations

• Incorporating twitter-based human activity information in spatial analysis of crashes in urban areas

  Jie Bao;Pan Liu;Hao Yu;Chengcheng Xu

  88
  Citations