Enhanced road information representation in graph recurrent network for traffic speed prediction

Abstract Correctly capturing the spatial‐temporal correlation of traffic sequences will benefit to make accurate predictions of the future traffic states. In the paper, the methods of enhancing road spatial and temporal information representation are proposed. Firstly, the parameter matrix of each r...

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Bibliographic Details
Main Authors: Lei Chang, Cheng Ma, Kai Sun, Zhijian Qu, Chongguang Ren
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:IET Intelligent Transport Systems
Subjects:
Online Access:https://doi.org/10.1049/itr2.12334