Causality-Aware Spatiotemporal Graph Learning Enhanced Anomaly Detection in Shield Excavation Process via Settlement-Related Operating Parameters

Zhaoqun Mu, Xianhui Yin, Zhen He 0001, Ting Sun. Causality-Aware Spatiotemporal Graph Learning Enhanced Anomaly Detection in Shield Excavation Process via Settlement-Related Operating Parameters. IEEE Transactions on Reliability, 75:1767-1781, 2026. [doi]

@article{MuYHS26,
  title = {Causality-Aware Spatiotemporal Graph Learning Enhanced Anomaly Detection in Shield Excavation Process via Settlement-Related Operating Parameters},
  author = {Zhaoqun Mu and Xianhui Yin and Zhen He 0001 and Ting Sun},
  year = {2026},
  doi = {10.1109/TR.2026.3688855},
  url = {https://doi.org/10.1109/TR.2026.3688855},
  researchr = {https://researchr.org/publication/MuYHS26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Reliability},
  volume = {75},
  pages = {1767-1781},
}