Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data

Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data

In recent years, the convolutional and recurrent neural networks are widely applied in traffic prediction tasks. Traffic speed prediction is an important and challenging topic in intelligent transportation systems. In this case, this paper proposes a hybrid deep learning structure for short-term tra...

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Bibliographic Details
Main Authors: Xun Yang, Yu Yuan, Zhiyuan Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Traffic speed prediction
convolutional neural network
long short-term memory
attention mechanism
environmental factor
Online Access:https://ieeexplore.ieee.org/document/9091328/

Internet

https://ieeexplore.ieee.org/document/9091328/

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