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Catboost - SHapley Additive exPlanations (SHAP) car following model: Explaining model features in mixed traffic conditions

Car-following behavior is critical for traffic management, road design, and the development of advanced driver assistance systems (ADAS) and autonomous vehicles (AVs). Traditional theory-based car-following models are widely used in traffic simulations but rely on simplified assumptions, limiting th...

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Principais autores: Tianyang Cui, D. J. Wu, Zejiang Wang
פורמט: Artigo
שפה:Inglês
יצא לאור: Elsevier 2026-06-01
סדרה:Multimodal Transportation
נושאים:
Car-following model
CatBoost
Mixed traffic
SHapley Additive exPlanations (SHAP)
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S277258632500098X
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