Sequential Graph Neural Network for Urban Road Traffic Speed Prediction

Accurate speed predictions for urban roads are highly important for traffic monitoring and route planning, and also help relieve the pressure of traffic congestion. Many existing studies on traffic speed prediction are based on convolutional neural networks, and these have primarily focused on captu...

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Bibliographic Details
Main Authors: Zhipu Xie, Weifeng Lv, Shangfo Huang, Zhilong Lu, Bowen Du, Runhe Huang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8708297/