# Exploring the Mechanism for Increased Risk in Freeway Tunnel Approach Zones: A Perspective on Temporal-spatial Evolution of Driving Predictions, Tasks, and Behaviors

> Research article (Accident Analysis & Prevention, 2025) · cited 29× · AI/ML

**Wikidata**: [openalex:W4406186581](https://www.wikidata.org/wiki/openalex:W4406186581)  
**Source**: https://4ort.xyz/entity/exploring-the-mechanism-for-increased-risk-in-freeway-tunnel-approach-zones-a-perspective-on-temporal-spatial-evolution-