For a decade, researchers working in the area of road safety have started exploring the use
of driving behavior data for a better understanding of the causes related to road accidents. A …

Driver behavior is receiving increasing attention because of the staggering number of road
accidents. Many road safety reports regard human behavior as the most important factor in …

Traffic congestion is more likely to lead to aggressive driving behavior that is associated with
increased crash risks. Previous studies mainly focus on driving behavior during congestion …

One of the most prevalent causes of road accidents is aggressive and irrational driving,
which puts lives and property in danger. To reduce traffic crashes and improve road safety …

Considering physical constraints in online optimization and training safety is a challenge for
the implementation of the deep reinforcement learning (DRL) algorithm. Especially for the …

Affective technology offers exciting opportunities to improve road safety by catering to
human emotions. Modern car interiors enable the contactless detection of user states …

Driving aggression is a major concern during car-following situations as it is closely
associated with collision risk and crash severity. Despite the tendency of reckless driving …

Empirical evidence shows that most of the road safety efforts fail to reach the most risk-prone
drivers. In light of this issue, we have developed this study in order to distinguish between …

Aggressive driver behavior (ADB) is often linked with road crashes, especially during crash
imminent situations. Previous studies demonstrated that ADB was positively correlated with …

Dangerous driving behaviours, as a direct cause of accidents and death, are the focus of
considerable research attention. However, unlike unsafe driving behaviours, few studies …