Spatiotemporal Exogenous Variables Enhanced Model for Traffic Flow Prediction

Spatiotemporal Exogenous Variables Enhanced Model for Traffic Flow Prediction

Traffic flow prediction is a vital component of Intelligent Transportation Systems (ITS). However, it is extremely challenging to predict traffic flow accurately for a large-scale road network over multiple time horizons, due to the complex and dynamic spatiotemporal dependencies involved. To addres...

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Bibliographic Details
Main Authors: Chengxiang Dong, Xiaoliang Feng, Yongchao Wang, Xin Wei
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Traffic flow prediction
exogenous variables
spatiotemporal dependencies
graph attention networks
transformer
Online Access:https://ieeexplore.ieee.org/document/10239160/

Internet

https://ieeexplore.ieee.org/document/10239160/

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