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Article
Spatial-temporal graph convolutional networks for traffic flow prediction considering multiple traffic parameters
Timely and accurate large-scale traffic prediction has gained increasing importance for traffic management. However, it is a challenging task due to the high nonlinearity of traffic flow and complex network to...
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Article
Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction
Timely and accurate traffic speed prediction has gained increasing importance for urban traffic management and hel** one to make advisable travel decision. However, the existing approaches have difficulty ex...