Reducing traffic accidents is an important public safety challenge, therefore, accident
analysis and prediction has been a topic of much research over the past few decades. Using …

Driving behaviour understanding is of vital importance in improving transportation safety and
promoting the development of Intelligent Transportation Systems (ITS). As a long-standing …

Driving risk prediction is crucial for safety and risk mitigation. While traditional methods rely
on demographic information for insurance pricing, they may not fully capture actual driving …

The ubiquity and variety of available sensors has enabled the collection of voluminous
datasets of car trajectories that enable analysts to make sense of driving patterns and …

Identifying driving styles is the task of analyzing the behavior of drivers in order to capture
variations that will serve to discriminate different drivers from each other. This task has …

Taking into account the availability of the historical GPS trajectories of drivers, given a new
GPS trajectory, Driver mobility fingerprint (DMF) identification aims at (i) determining whether …

Analyzing the impact of the environment on drivers' stress level and workload is of high
importance for designing human-centered driver-vehicle interaction systems and to …

Driver Monitoring Systems (DMSs) play a key role in preventing hazardous events (eg, road
accidents) by providing prompt assistance when anomalies are detected while driving …

Driving stress can impact the driving performance that has an impact on the overall driving
experiences. It is a vital area to focus on when the traffic scenario is challenging in terms of …

Road safety remains a critical global concern, with millions of crashes reported annually.
Understanding the safety of individual road junctions is vital, especially in areas prone to …