Concepedia
Statistics
Publications
4
Citations
419
H-Index
Active since
2020
Affiliations
Universidade de Santiago de Compostela(Current)
Center for Research in Molecular Medicine and Chronic Diseases
Ilia Stepin is an author at Universidade de Santiago de Compostela specializing in computer science, automated reasoning, and computing.
Publications per year
2020–2024
A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence
Ilia Stepin, José M. Alonso, Alejandro Catalá et al. · IEEE Access · 2021 · 357 citations · Full text
Computing, Computer Science, Algorithms +14
Generation and evaluation of factual and counterfactual explanations for decision trees and fuzzy rule-based classifiers
Ilia Stepin, José M. Alonso, Alejandro Catalá et al. · 2020 · 30 citations
Computing, Computer Science, Data Mining +12
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information
Ilia Stepin, José M. Alonso, Alejandro Catalá et al. · Information Sciences · 2022 · 17 citations · Full text
Computing, Computer Science, Psychology +14
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]
Ilia Stepin, Muhammad Suffian, Alejandro Catalá et al. · IEEE Computational Intelligence Magazine · 2024 · 15 citations
Computing, Computer Science, Artificial Intelligence +14
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