Public Health | Traffic Safety | Transportation Engineering | Urban Planning Investigating the influence of streetscape environmental characteristics on pedestrian crashes at intersections using street view images and explainable machine learning. July 2, 2024
Transportation Engineering Enhancing multi-scenario applicability of freeway variable speed limit control strategies using continual learning. June 5, 2024
Data Science | Traffic Safety | Transportation Engineering The dynamic-static dual-branch deep neural network for urban speeding hotspot identification using street view image data. May 22, 2024
Traffic Safety | Transportation Engineering A variable speed limit control approach for freeway tunnels based on the model-based reinforcement learning framework with safety perception. April 13, 2024
Data Science | Traffic Management | Transportation Engineering Real-time crash prediction on express managed lanes of Interstate highway with anomaly detection learning. April 6, 2024
Biomedical Engineering | Data Science | Transportation Medicine Fatigue at the wheel: A non-visual approach to truck driver fatigue detection by multi-feature fusion. February 22, 2024
Artificial Intelligence | Computer Science | Transportation Engineering Multi-objective deep reinforcement learning approach for adaptive traffic signal control system with concurrent optimization of safety, efficiency, and decarbonization at intersections. February 17, 2024
Transportation Engineering A spatiotemporal deep learning approach for pedestrian crash risk prediction based on POI trip characteristics and pedestrian exposure intensity. February 9, 2024
Computer Science | Transportation Engineering Lane-change intention recognition considering oncoming traffic: Novel insights revealed by advances in deep learning. February 7, 2024
Data Science | Deep Learning | Traffic Safety Predicting pedestrian-involved crash severity using inception-v3 deep learning model. January 14, 2024
city planning | Transportation Safety | Urban Development Can we trust our eyes? Interpreting the misperception of road safety from street view images and deep learning. January 13, 2024
Predictive Analytics | Traffic Engineering | Transportation Safety Dynamic short-term crash analysis and prediction at toll plazas for proactive safety management. January 7, 2024