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Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery

  • Published:2022 Issue: Volume: Page:1-12
  • ISSN:1524-9050
  • Container-title:IEEE Transactions on Intelligent Transportation Systems
  • language:
  • Short-container-title:IEEE Trans. Intell. Transport. Syst.

Author:

Liang WeiORCID,Li Yuhui,Xie Kun,Zhang Dafang,Li Kuan-ChingORCID,Souri AlirezaORCID,Li KeqinORCID

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Science and Technology Project of Department of Communications of Hunan Provincial

Key Research and Development Program of Hunan Province

Hunan Provincial Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Mechanical Engineering,Automotive Engineering

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1. Dynamic multi-scale spatial–temporal graph convolutional network for traffic flow prediction;Future Generation Computer Systems;2024-09

2. TMHD: Twin-Bridge Scheduling of Multi-Heterogeneous Dependent Tasks for Edge Computing;Future Generation Computer Systems;2024-09

3. ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

4. Temporal-aware structure-semantic-coupled graph network for traffic forecasting;Information Fusion;2024-07

5. An Attention Mechanism Neural Network for Spatiotemporal Network Traffic Data Completion;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
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