TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression

Le Nguyen and Ifrim. "TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06078-5_4

[Le Nguyen and Ifrim. "TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/nguyen2025ecmlpkdd-tshap/) doi:10.1007/978-3-032-06078-5_4

@inproceedings{nguyen2025ecmlpkdd-tshap,
  title     = {{TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression}},
  author    = {Le Nguyen, Thach and Ifrim, Georgiana},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {60-77},
  doi       = {10.1007/978-3-032-06078-5_4},
  url       = {https://mlanthology.org/ecmlpkdd/2025/nguyen2025ecmlpkdd-tshap/}
}