Proactive Crash Risk Prediction
Real-time freeway and arterial safety assessment with connected vehicle trajectories, risky-driving events, video, and sequence learning.
Apr 26, 2026
From prediction to explanation: A machine learning and causal mediation framework for roadway crash risk with connected vehicle data
A connected-vehicle crash-risk paper that pairs machine learning prediction with causal mediation to explain roadway safety mechanisms.
Dec 1, 2025