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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Hlavní autoři:	Khaled Hamad, Emran Alotaibi, Waleed Zeiada, Ghazi Al-Khateeb, Saleh Abu Dabous, Maher Omar, Bharadwaj R.K. Mantha, Mohamed G. Arab, Tarek Merabtene
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2025-06-01
Edice:	Multimodal Transportation
Témata:	Incident duration Machine learning eXtreme Gradient Boosting Explainable artificial intelligence SHapley Additive exPlanations
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2772586325000231
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