Spatial‐temporal attention wavenet: A deep learning framework for traffic prediction considering spatial‐temporal dependencies

Abstract Traffic prediction on road networks is highly challenging due to the complexity of traffic systems and is a crucial task in successful intelligent traffic system applications. Existing approaches mostly capture the static spatial dependency relying on the prior knowledge of the graph struct...

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Bibliographic Details
Main Authors: Chenyu Tian, Wai Kin (Victor) Chan
Format: Article
Language:English
Published: Wiley 2021-04-01
Series:IET Intelligent Transport Systems
Online Access:https://doi.org/10.1049/itr2.12044