GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

Liu et al. "GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I18.34096

[Liu et al. "GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/liu2025aaai-gcad/) doi:10.1609/AAAI.V39I18.34096

@inproceedings{liu2025aaai-gcad,
  title     = {{GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality}},
  author    = {Liu, Zehao and Gao, Mengzhou and Jiao, Pengfei},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {19041-19049},
  doi       = {10.1609/AAAI.V39I18.34096},
  url       = {https://mlanthology.org/aaai/2025/liu2025aaai-gcad/}
}