A review of artificial intelligence and machine learning for incident detectors in road transport systems

S Olugbade, S Ojo, AL Imoize, J Isabona… - Mathematical and …, 2022 - mdpi.com
Road transport is the most prone to accidents, resulting in significant fatalities and injuries. It
also faces a plethora of never-ending problems, such as the frequent loss of lives and …

A systematic review of traffic incident detection algorithms

O ElSahly, A Abdelfatah - Sustainability, 2022 - mdpi.com
Traffic incidents have negative impacts on traffic flow and the gross domestic product of most
countries. In addition, they may result in fatalities and injuries. Thus, efficient incident …

[HTML][HTML] Developing a Machine-Learning-Based Automatic Incident Detection System for Traffic Safety: Promises and Limitations

O ElSahly, A Abdelfatah - Infrastructures, 2024 - mdpi.com
This study presents a novel, machine-learning-based Automatic Incident Detection (AID)
system for freeways. Through a comprehensive analysis of existing AID systems, the paper …

[PDF][PDF] A Systematic Review of Traffic Incident Detection Algorithms. Sustainability 2022, 14, 14859

O ElSahly, A Abdelfatah - 2022 - academia.edu
Traffic incidents have negative impacts on traffic flow and the gross domestic product of most
countries. In addition, they may result in fatalities and injuries. Thus, efficient incident …