{"_id":"YKSQKdDWNj9J2b4ah","bibbaseid":"mozolewski-bayrak-bach-nalepa-fromprototypestosparseecgexplanationsshapdrivencounterfactualsformultivariatetimeseriesmulticlassclassification-2025","author_short":["Mozolewski, M.","Bayrak, B.","Bach, K.","Nalepa, G. J."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Maciej"],"propositions":[],"lastnames":["Mozolewski"],"suffixes":[]},{"firstnames":["Betül"],"propositions":[],"lastnames":["Bayrak"],"suffixes":[]},{"firstnames":["Kerstin"],"propositions":[],"lastnames":["Bach"],"suffixes":[]},{"firstnames":["Grzegorz","J."],"propositions":[],"lastnames":["Nalepa"],"suffixes":[]}],"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","bibtex":"@article{DBLP:journals/corr/abs-2510-19514,\n author = {Maciej Mozolewski and\n Bet{\\\"{u}}l Bayrak and\n Kerstin Bach and\n Grzegorz J. Nalepa},\n title = {From Prototypes to Sparse {ECG} Explanations: SHAP-Driven Counterfactuals\n for Multivariate Time-Series Multi-class Classification},\n journal = {CoRR},\n volume = {abs/2510.19514},\n year = {2025},\n url = {https://doi.org/10.48550/arXiv.2510.19514},\n doi = {10.48550/ARXIV.2510.19514},\n eprinttype = {arXiv},\n eprint = {2510.19514},\n timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2510-19514.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Mozolewski, M.","Bayrak, B.","Bach, K.","Nalepa, G. J."],"key":"DBLP:journals/corr/abs-2510-19514","id":"DBLP:journals/corr/abs-2510-19514","bibbaseid":"mozolewski-bayrak-bach-nalepa-fromprototypestosparseecgexplanationsshapdrivencounterfactualsformultivariatetimeseriesmulticlassclassification-2025","role":"author","urls":{"Paper":"https://doi.org/10.48550/arXiv.2510.19514"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://dblp.org/pid/03/6214.bib","dataSources":["nqfZGC6dcujCxizZq"],"keywords":[],"search_terms":["prototypes","sparse","ecg","explanations","shap","driven","counterfactuals","multivariate","time","series","multi","class","classification","mozolewski","bayrak","bach","nalepa"],"title":"From Prototypes to Sparse ECG Explanations: SHAP-Driven Counterfactuals for Multivariate Time-Series Multi-class Classification","year":2025}