Explainable artificial intelligence visions on incident duration using eXtreme Gradient Boosting and SHapley Additive exPlanations

Explainable artificial intelligence visions on incident duration using eXtreme Gradient Boosting and SHapley Additive exPlanations

Efficient management of traffic incidents is a focal point in traffic management, with direct implications for road safety, congestion, and the environment. Traditional models have grappled with the unpredictability inherent in traffic incidents, often failing to capture the multifaceted influences...

Full description

Saved in:
Bibliographic Details
Main Authors: Khaled Hamad, Emran Alotaibi, Waleed Zeiada, Ghazi Al-Khateeb, Saleh Abu Dabous, Maher Omar, Bharadwaj R.K. Mantha, Mohamed G. Arab, Tarek Merabtene
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Multimodal Transportation
Subjects:
Incident duration
Machine learning
eXtreme Gradient Boosting
Explainable artificial intelligence
SHapley Additive exPlanations
Online Access:http://www.sciencedirect.com/science/article/pii/S2772586325000231
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items