The Prediction of Multistep Traffic Flow Based on AST-GCN-LSTM

Aiming at the traffic flow prediction problem of the traffic network, this paper proposes a multistep traffic flow prediction model based on attention-based spatial-temporal-graph neural network-long short-term memory neural network (AST-GCN-LSTM). The model can capture the complex spatial dependenc...

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Bibliographic Details
Main Authors: Fan Hou, Yue Zhang, Xinli Fu, Lele Jiao, Wen Zheng
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2021/9513170
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