A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions

Peng Yan, Ahmed Abdulkadir, Paul-Philipp Luley, Matthias Rosenthal, Gerrit A. Schatte, Benjamin F. Grewe, Thilo Stadelmann. A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions. IEEE Access, 12:3768-3789, 2024. [doi]

@article{YanALRSGS24,
  title = {A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions},
  author = {Peng Yan and Ahmed Abdulkadir and Paul-Philipp Luley and Matthias Rosenthal and Gerrit A. Schatte and Benjamin F. Grewe and Thilo Stadelmann},
  year = {2024},
  doi = {10.1109/ACCESS.2023.3349132},
  url = {https://doi.org/10.1109/ACCESS.2023.3349132},
  researchr = {https://researchr.org/publication/YanALRSGS24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Access},
  volume = {12},
  pages = {3768-3789},
}