Artificial Intelligence | Automotive Engineering | Computer Science Data generation for connected and automated vehicle tests using deep learning models. June 28, 2023
Machine Learning | Traffic Safety | Transportation Engineering An interpretable prediction model of illegal running into the opposite lane on curve sections of two-lane rural roads from drivers’ visual perceptions. April 14, 2023
Artificial Intelligence | Safety Engineering | Transportation Engineering Modeling driver’s evasive behavior during safety-critical lane changes: Two-dimensional time-to-collision and deep reinforcement learning. April 6, 2023
Public Health | Road Safety Research Using computer vision and machine learning to identify bus safety risk factors. March 8, 2023
Civil Engineering | Transportation Engineering Physics-informed multi-step real-time conflict-based vehicle safety prediction. January 12, 2023
Machine Learning | Transportation Engineering Identification of high-risk roadway segments for wrong-way driving crash using rare event modeling and data augmentation techniques. December 28, 2022
Autonomous Vehicles | Intelligent Transportation Systems | Traffic Engineering A co-evolutionary lane-changing trajectory planning method for automated vehicles based on the instantaneous risk identification. December 1, 2022
Traffic Safety Management Real-time driving risk assessment using deep learning with XGBoost. October 3, 2022
Traffic Safety Management | Transportation Engineering Developing a new real-time traffic safety management framework for urban expressways utilizing reinforcement learning tree. September 29, 2022
Data Science | Intelligent Transportation Systems | Machine Learning A Bayesian deep learning method for freeway incident detection with uncertainty quantification. August 19, 2022
Traffic Safety | Transportation Engineering Learning the representation of surrogate safety measures to identify traffic conflict. August 9, 2022
Artificial Intelligence | Rail transit | Reinforcement Learning | Transportation Engineering A cooperative collision-avoidance control methodology for virtual coupling trains. June 14, 2022