Pan Liu

Overview

Best Publications

• A review of surrogate safety measures and their applications in connected and automated vehicles safety modeling.

  Chen Wang;Yuanchang Xie;Helai Huang;Pan Liu

  388
  Citations

• 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

• Identifying if VISSIM simulation model and SSAM provide reasonable estimates for field measured traffic conflicts at signalized intersections.

  Fei Huang;Pan Liu;Hao Yu;Weixu Wang

  285
  Citations

• A spatiotemporal deep learning approach for citywide short-term crash risk prediction with multi-source data.

  Jie Bao;Jie Bao;Pan Liu;Satish V. Ukkusuri

  278
  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

• Using Geographically Weighted Poisson Regression for county-level crash modeling in California

  Zhibin Li;Zhibin Li;Weixu Wang;Pan Liu;John M. Bigham

  234
  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

• Physical environments influencing bicyclists’ perception of comfort on separated and on-street bicycle facilities

  Zhibin Li;Wei Wang;Pan Liu;David R. Ragland

  185
  Citations

• Using VISSIM simulation model and Surrogate Safety Assessment Model for estimating field measured traffic conflicts at freeway merge areas

  Rong Fan;Hao Yu;Pan Liu;Wei Wang

  154
  Citations

• Comparative analysis of the spatial analysis methods for hotspot identification

  Hao Yu;Pan Liu;Jun Chen;Hao Wang

  154
  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

• Comparative analysis of the safety effects of electric bikes at signalized intersections

  Lu Bai;Pan Liu;Yuguang Chen;Xin Zhang

  146
  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

• 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

• Modeling correlation and heterogeneity in crash rates by collision types using full bayesian random parameters multivariate Tobit model.

  Yanyong Guo;Yanyong Guo;Zhibin Li;Pan Liu;Yao Wu

  128
  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

• Optimal transit fare and service frequency of a nonlinear origin-destination based fare structure

  Di Huang;Zhiyuan Liu;Pan Liu;Jun Chen

  93
  Citations