https://chenzhuwang.com/tags/traffic-safety/Traffic SafetyHugo Blox Builder (https://hugoblox.com)en-usSun, 26 Apr 2026 00:00:00 +0000https://chenzhuwang.com/media/icon_hu7729264130191091259.pnghttps://chenzhuwang.com/tags/traffic-safety/https://chenzhuwang.com/project/proactive-crash-prediction/Sun, 26 Apr 2026 00:00:00 +0000https://chenzhuwang.com/project/proactive-crash-prediction/<p>This project line develops proactive crash risk and crash type prediction models using connected vehicle trajectories, traffic states, risky-driving behavior, and video-derived context.</p> <p>Representative methods include BiLSTM-Transformer sequence models, deep ensembles, causal feature interpretation, and macro-micro exposure fusion for behavior-aware freeway safety assessment.</p>