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STGC-GNNs: A GNN-based traffic prediction framework with a
  spatial-temporal Granger causality graph

STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph

30 October 2022
Silu He
Qinyao Luo
Ronghua Du
Ling Zhao
Haifeng Li
ArXivPDFHTML

Papers citing "STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph"

3 / 3 papers shown
Title
The Geography of Transportation Cybersecurity: Visitor Flows, Industry Clusters, and Spatial Dynamics
The Geography of Transportation Cybersecurity: Visitor Flows, Industry Clusters, and Spatial Dynamics
Yunhong Wang
Kailai Wang
Songhua Hu
Yunpeng
Zhang
Gino Lim
Pengyu Zhu
27
0
0
12 May 2025
MSCT: Addressing Time-Varying Confounding with Marginal Structural
  Causal Transformer for Counterfactual Post-Crash Traffic Prediction
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction
Shuang Li
Ziyuan Pu
Nan Zhang
Duxin Chen
Lu Dong
Daniel J. Graham
Yinhai Wang
36
0
0
19 Jul 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural
  Network for Traffic Flow Forecasting
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting
Qinyao Luo
Silu He
Xing Han
Yuhan Wang
Haifeng Li
AI4TS
48
45
0
25 Mar 2024
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