MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series

Pludowski et al. "MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06078-5_6

[Pludowski et al. "MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/pludowski2025ecmlpkdd-mascots/) doi:10.1007/978-3-032-06078-5_6

@inproceedings{pludowski2025ecmlpkdd-mascots,
  title     = {{MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series}},
  author    = {Pludowski, Dawid and Spinnato, Francesco and Wilczynski, Piotr and Kotowski, Krzysztof and Ntagiou, Evridiki Vasileia and Guidotti, Riccardo and Biecek, Przemyslaw},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {94-112},
  doi       = {10.1007/978-3-032-06078-5_6},
  url       = {https://mlanthology.org/ecmlpkdd/2025/pludowski2025ecmlpkdd-mascots/}
}