Dynamic Spatial–Temporal Self-Attention Network for Traffic Flow Prediction

Traffic flow prediction is considered to be one of the fundamental technologies in intelligent transportation systems (ITSs) with a tremendous application prospect. Unlike traditional time series analysis tasks, the key challenge in traffic flow prediction lies in effectively modelling the highly co...

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Bibliographic Details

Published in:	Future Internet
Main Authors:	Dong Wang, Hongji Yang, Hua Zhou
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	traffic flow prediction spatiotemporal dependence time series prediction attention mechanism graph convolution network
Online Access:	https://www.mdpi.com/1999-5903/16/6/189