STANN: A Spatio–Temporal Attentive Neural Network for Traffic Prediction

STANN: A Spatio–Temporal Attentive Neural Network for Traffic Prediction

Recently, traffic prediction based on deep learning methods has attracted much attention. However, there still exist two major challenges, namely, dynamic spatio-temporal dependences among network-wide links and long-term traffic prediction for the next few hours. To address these two challenges, th...

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Bibliographic Details
Main Authors: Zhixiang He, Chi-Yin Chow, Jia-Dong Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Spatio-temporal data
deep neural network
attention mechanism
traffic prediction
Online Access:https://ieeexplore.ieee.org/document/8580534/

Internet

https://ieeexplore.ieee.org/document/8580534/

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