University Transportation Research Center

Proactive traffic conflict prediction: uncovering multi-dimensional risk mechanisms through spatiotemporal heterogeneity

Objective Proactive traffic conflict prediction often relies on average-state macroscopic variables (e.g., mean speed, flow, density), which can obscure the underlying traffic flow instability and microscopic heterogeneity that precipitate critical interactions. The objective of...