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...

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Principais autores:	Khaled Hamad, Emran Alotaibi, Waleed Zeiada, Ghazi Al-Khateeb, Saleh Abu Dabous, Maher Omar, Bharadwaj R.K. Mantha, Mohamed G. Arab, Tarek Merabtene
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2025-06-01
Serija:	Multimodal Transportation
Teme:	Incident duration Machine learning eXtreme Gradient Boosting Explainable artificial intelligence SHapley Additive exPlanations
Online dostop:	http://www.sciencedirect.com/science/article/pii/S2772586325000231
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