Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study.

Conclusion: The findings provide new insights into crash events forecasting and may be used to promote enforcement efforts related to designing crash avoidance/warning systems that enhance the effectiveness of the system's application based on driver input and vehicle kinematics under various weather conditions.
PMID: 32125890 [PubMed - as supplied by publisher]

Source: Traffic Injury Prevention - March 2, 2020 Category: Accident Prevention Authors: Elamrani Abou Elassad Z, Mousannif H, Al Moatassime H Tags: Traffic Inj Prev Source Type: research