Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting

Traffic speed prediction, as one of the most important topics in Intelligent Transport Systems (ITS), has been investigated thoroughly in the literature. Nonetheless, traditional methods show their limitation in coping with complexity and high nonlinearity of traffic data as well as learning spatial...

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Bibliographic Details
Main Authors: Chenhan Zhang, James J. Q. Yu, Yi Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8903252/