Fine-Grained Spatial-Temporal Representation Learning with Missing Data Completion for Traffic Flow Prediction

2021 ◽  
pp. 138-155
Author(s):  
Shiqi Wang ◽  
Min Gao ◽  
Zongwei Wang ◽  
Jia Wang ◽  
Fan Wu ◽  
...  
Keyword(s):  
Missing Data ◽  
Traffic Flow ◽  
Representation Learning ◽  
Fine Grained ◽  
Traffic Flow Prediction ◽  
Temporal Representation ◽  
Flow Prediction ◽  
Data Completion

LSTM-based traffic flow prediction with missing data

2018 ◽  
Vol 318 ◽  
pp. 297-305 ◽  
Author(s):  
Yan Tian ◽  
Kaili Zhang ◽  
Jianyuan Li ◽  
Xianxuan Lin ◽  
Bailin Yang
Keyword(s):  
Missing Data ◽  
Traffic Flow ◽  
Traffic Flow Prediction ◽  
Flow Prediction

scholarly journals Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 63188-63201 ◽  
Author(s):  
Qin Li ◽  
Huachun Tan ◽  
Yuankai Wu ◽  
Linhui Ye ◽  
Fan Ding
Keyword(s):  
Missing Data ◽  
Traffic Flow ◽  
Tensor Completion ◽  
Traffic Flow Prediction ◽  
Flow Prediction

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
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