Global Spatial-Temporal Graph Convolutional Network for Urban Traffic Speed Prediction

Traffic speed prediction plays a significant role in the intelligent traffic system (ITS). However, due to the complex spatial-temporal correlations of traffic data, it is very challenging to predict traffic speed timely and accurately. The traffic speed renders not only short-term neighboring and m...

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Bibliographic Details
Main Authors: Liang Ge, Siyu Li, Yaqian Wang, Feng Chang, Kunyan Wu
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/4/1509