Open Access
Issue
E3S Web Conf.
Volume 723, 2026
2026 International Conference on Artificial Intelligence in Energy and Infrastructure (AIEI 2026)
Article Number 01013
Number of page(s) 6
Section Artificial Intelligence, Machine Learning & Data Analytics
DOI https://doi.org/10.1051/e3sconf/202672301013
Published online 08 July 2026
  1. B. Wang, B. Cai, J. Sheng, W. Jiao, Aagcn: a graph convolutional neural network with adaptive feature and topology learning, Scientific Reports 14, 10134 (2024). 10.1038/s41598-024-60598-2 [Google Scholar]
  2. Y.T. Chen, A. Liu, C. Li, S. Li, X. Yang, Traffic flow prediction based on spatial-temporal multi factor fusion graph convolutional networks, Scientific Reports 15, 12612 (2025). 10.1038/s41598-025-96801-1 [Google Scholar]
  3. S. Khan, F.Y. Alghayadh, T.A. Ahanger, M. Soni, W. Viriyasitavat, U. Berdieva, H. Byeon, Deep learning model for efficient traffic forecasting in intelligent transportation systems, Neural Computing and Applications 37, 14673 (2024). 10.1007/s00521-024-10537-z [Google Scholar]
  4. W. Jiang, J. Luo, Graph neural network for traffic forecasting: A survey, Expert Systems with Applications 207, 117921 (2022). 10.1016/j.eswa.2022.117921 [Google Scholar]
  5. Z. Shao, Z. Zhang, W. Wei, F. Wang, Y. Xu, X. Cao, C.S. Jensen, Decoupled dynamic spatial-temporal graph neural network for traffic forecasting, Proceedings of the VLDB Endowment 15, 2733 (2022). 10.14778/3551793.3551827 [Google Scholar]
  6. W. Ma, Z. Chu, H. Chen, M. Li, Spatio-temporal envolutional graph neural network for traffic flow prediction in uav-based urban traffic monitoring system, Scientific Reports 14, 26800 (2024). 10.1038/s41598-024-78335-0 [Google Scholar]
  7. X. Wu, H. Huang, T. Zhou, Y. Tian, S. Wang, J. Wang, An urban road traffic flow prediction method based on multi-information fusion, Scientific Reports 15, 5568 (2025). 10.1038/s41598-025-88429-y [Google Scholar]
  8. J. Fu, W. Zhou, Z. Chen, Bayesian graph convolutional network for traffic prediction, Neurocomputing 582, 127507 (2024). 10.1016/j.neucom.2024.127507 [Google Scholar]
  9. M.J. Lighthill, G.B. Whitham, On kinematic waves ii. a theory of traffic flow on long crowded roads, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences 229, 317 (1955). 10.1098/RSPA.1955.0089 [Google Scholar]
  10. A.J. Huang, A. Biswas, S. Agarwal, Incorporating nonlocal traffic flow model in physics-informed neural networks, IEEE Transactions on Intelligent Transportation Systems 25, 16249 (2024). 10.1109/TITS.2024.3429029 [Google Scholar]

Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.

Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.

Initial download of the metrics may take a while.