Predictive Analytics | Traffic Engineering | Transportation Safety Dynamic short-term crash analysis and prediction at toll plazas for proactive safety management. January 7, 2024
Industrial Psychology | Transportation Safety An interpretable clustering approach to safety climate analysis: Examining driver group distinctions. December 30, 2023
Public Health | Transportation Engineering | Urban Planning Towards safer streets: A framework for unveiling pedestrians’ perceived road safety using street view imagery. November 29, 2023
Traffic Safety | Transportation Engineering A spatio-temporal deep learning approach to simulating conflict risk propagation on freeways with trajectory data. November 20, 2023
Traffic Safety | Transportation Engineering Improving model robustness of traffic crash risk evaluation via adversarial mix-up under traffic flow fundamental diagram. October 28, 2023
Data Science | Deep Learning | Transportation Safety Critical safety management driver identification based upon temporal variation characteristics of driving behavior. October 2, 2023
Data Science | Machine Learning | Traffic Safety Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach. September 2, 2023
Artificial Intelligence | Transportation Engineering Cycle-level traffic conflict prediction at signalized intersections with LiDAR data and Bayesian deep learning. August 31, 2023
Traffic Management | Transportation Engineering | Urban Planning PL-TARMI: A deep learning framework for pixel-level traffic crash risk map inference. July 7, 2023
Medical Informatics | Trauma Surgery Evaluation of Neural Machine translation for conversion of International Classification of disease codes to the Abbreviated injury Scale. July 7, 2023
Deep Learning | Traffic Safety | Transportation Engineering Spatial and temporal prediction of secondary crashes combining stacked sparse auto-encoder and long short-term memory. July 6, 2023
Emergency Medicine | Reinforcement Learning | Traffic Accident Management A task-level emergency experience reuse method for freeway accidents onsite disposal with policy distilled reinforcement learning. June 29, 2023