GSTGAT: Gated spatiotemporal graph attention network for traffic demand forecasting

Abstract Urban traffic demand forecasting is an important component in the implementation of intelligent transport systems (ITS). Urban traffic demand data is a spatiotemporal data, describing the amount of traffic demand generated by different areas or stations within a city along the time dimensio...

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Bibliographic Details
Main Authors: Shuilin Yao, Huizhen Zhang, Chenxi Wang, Dan Zeng, Ming Ye
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:IET Intelligent Transport Systems
Subjects:
Online Access:https://doi.org/10.1049/itr2.12449