From Prototypes to Sparse ECG Explanations: SHAP-Driven Counterfactuals for Multivariate Time-Series Multi-class Classification. Mozolewski, M., Bayrak, B., Bach, K., & Nalepa, G. J. CoRR, 2025.
From Prototypes to Sparse ECG Explanations: SHAP-Driven Counterfactuals for Multivariate Time-Series Multi-class Classification [link]Paper  doi  bibtex   
@article{DBLP:journals/corr/abs-2510-19514,
  author       = {Maciej Mozolewski and
                  Bet{\"{u}}l Bayrak and
                  Kerstin Bach and
                  Grzegorz J. Nalepa},
  title        = {From Prototypes to Sparse {ECG} Explanations: SHAP-Driven Counterfactuals
                  for Multivariate Time-Series Multi-class Classification},
  journal      = {CoRR},
  volume       = {abs/2510.19514},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2510.19514},
  doi          = {10.48550/ARXIV.2510.19514},
  eprinttype    = {arXiv},
  eprint       = {2510.19514},
  timestamp    = {Sat, 15 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-19514.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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