Spatio‐temporal adaptive graph convolutional networks for traffic flow forecasting

Abstract Accurate forecasting of traffic flow is crucial for intelligent traffic control and guidance. It is very challenging to forecast the traffic flow due to the high non‐linearity, complexity and dynamicity of the data. Most existing forecasting methods focus on designing complicated graph neur...

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Bibliographic Details
Main Authors: Qiwei Ma, Wei Sun, Junbo Gao, Pengwei Ma, Mengjie Shi
Format: Article
Language:English
Published: Wiley 2023-04-01
Series:IET Intelligent Transport Systems
Online Access:https://doi.org/10.1049/itr2.12296