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DASTFormer: Delay-aware adaptive sparse transformer for traffic flow prediction

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
With the acceleration of urbanization, traffic flow prediction has become a core problem in intelligent transportation systems. However, existing models generally overlook delay states, making it difficult to capture the dynamic evolution of traffic ...