[PDF][PDF] Developing an advanced collision risk model for autonomous vehicles

C Katrakazas - 2017 - pstorage-loughborough-53465.s3 …
Aiming at improving road safety, car manufacturers and researchers are verging upon
autonomous vehicles. In recent years, collision prediction methods of autonomous vehicles …

[PDF][PDF] Real-time classification of aggregated traffic conditions using relevance vector machines

C Katrakazas, M Quddus, WH Chen - 2016 - repository.lboro.ac.uk
This paper examines the theory and application of a recently developed machine learning
technique namely Relevance Vector Machines (RVMs) in the task of traffic conditions …

Sustainable Civil Infrastructures Utilization and Regulations of Innovative Technology to Improve Road Safety via Drivers' Warnings and Enforcement

L Abufares, F Awadallah - Smart and Green Solutions for Civil …, 2021 - Springer
The research addresses theoretical analyses for accidents' frequencies and severities in
terms of speed and driver, vehicle and roadway conditions. Variable speed limits (VSL) for …