LSTM + Transformer Real-Time Crash Risk Evaluation Using Traffic Flow and Risky Driving Behavior Data

Contribution

A real-time crash-risk modeling paper combining traffic flow and risky-driving behavior with sequence learning.

This paper supports the real-time risk prediction theme and connects traffic-flow sensing with behavior-aware crash risk modeling.