3 papers
eess.SY2025
Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 -- Building the Incident Response Benchmark
Artur Grigorev, Khaled Saleh, Jiwon Kim +1
Traffic incidents remain a critical public safety concern worldwide, with Australia recording 1,300 road fatalities in 2024, which is the highest toll in 12 years. Similarly, the U…
cs.LG2024
IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence
Artur Grigorev, Adriana-Simona Mihaita Khaled Saleh, Yuming Ou
The proposed IncidentResponseGPT framework - a novel system that applies generative artificial intelligence (AI) to potentially enhance the efficiency and effectiveness of traffic…
cs.LG2024
Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification
Artur Grigorev, Khaled Saleh, Yuming Ou +1
This research showcases the innovative integration of Large Language Models into machine learning workflows for traffic incident management, focusing on the classification of incid…