TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies

Hang Cui 0004, Jingjing Li, Haotian Si, Quan Zhou, Changhua Pei, Gaogang Xie, Dan Pei. TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies. In 36th IEEE International Symposium on Software Reliability Engineering, ISSRE 2025 - Workshops, São Paulo, Brazil, October 21, 2025. pages 9-14, IEEE, 2025. [doi]

@inproceedings{CuiLSZPXP25,
  title = {TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies},
  author = {Hang Cui 0004 and Jingjing Li and Haotian Si and Quan Zhou and Changhua Pei and Gaogang Xie and Dan Pei},
  year = {2025},
  doi = {10.1109/ISSREW67781.2025.00038},
  url = {https://doi.org/10.1109/ISSREW67781.2025.00038},
  researchr = {https://researchr.org/publication/CuiLSZPXP25},
  cites = {0},
  citedby = {0},
  pages = {9-14},
  booktitle = {36th IEEE International Symposium on Software Reliability Engineering, ISSRE 2025 - Workshops, São Paulo, Brazil, October 21, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-5325-8},
}