Parallel computing method of deep belief networks and its application to traffic flow prediction

2019 ◽  
Vol 163 ◽  
pp. 972-987 ◽  
Author(s):  
Lu Zhao ◽  
Yonghua Zhou ◽  
Huapu Lu ◽  
Hamido Fujita
Keyword(s):  
Parallel Computing ◽  
Traffic Flow ◽  
Belief Networks ◽  
Deep Belief Networks ◽  
Traffic Flow Prediction ◽  
Flow Prediction ◽  
Computing Method

SATP-GAN: self-attention based generative adversarial network for traffic flow prediction

2021 ◽  
Vol 9 (1) ◽  
pp. 552-568
Author(s):  
Liang Zhang ◽  
Jianqing Wu ◽  
Jun Shen ◽  
Ming Chen ◽  
Rui Wang ◽  
...  
Keyword(s):  
Traffic Flow ◽  
Generative Adversarial Network ◽  
Traffic Flow Prediction ◽  
Adversarial Network ◽  
Flow Prediction

A clustering based traffic flow prediction method with dynamic spatiotemporal correlation analysis

2021 ◽  
Author(s):  
Unsok Ryu ◽  
Jian Wang ◽  
Unjin Pak ◽  
Sonil Kwak ◽  
Kwangchol Ri ◽  
...  
Keyword(s):  
Correlation Analysis ◽  
Traffic Flow ◽  
Prediction Method ◽  
Traffic Flow Prediction ◽  
Spatiotemporal Correlation ◽  
Flow Prediction
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