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Auto-correlation based spatio-temporal adaptive transformer 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, Volume 240, Issue 5, Page 2532-2544, April 2026.
Traffic flow prediction is a crucial technology in intelligent transportation systems. To effectively handle intricate spatio-temporal relationships and dynamic features of traffic flow, an Auto-Correlation Based Spatio-Temporal Adaptive Transformer ...