Ilia Stepin

Generation and Evaluation of Factual and Gounterfaetual Explanations for Decision Trees and Fuzzy Rule-based Classifiers

Jose M. Alonso, Martin Pereira-Fariña, Ilia Stepin, 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence

Ilia Stepin, Martín Pereira-Fariña, Alejandro Catala, 2021, IEEE Access.

Factual and Counterfactual Explanation of Fuzzy Information Granules

Martin Pereira-Fariña, Ilia Stepin, Alejandro Catala, 2021 .