Ilia Stepin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Imprecise Information

Top Venues

IEEE Comput. Intell. Mag.

Argument Comput.

Publications

Ilia Stepin, Katarzyna Budzynska, Alejandro Catalá, Martin Pereira-Fariña, Jose Maria Alonso-Moral
Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics. Argument Comput. 15 (1) (2024)
Ilia Stepin, Muhammad Suffian Nizami, Alejandro Catalá, Jose Maria Alonso-Moral
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]. IEEE Comput. Intell. Mag. 19 (1) (2024)
Ilia Stepin, Alejandro Catalá, Jose Maria Alonso-Moral
A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations. FUZZ (2024)
Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence. XAI.it@AI*IA (2023)
Ilia Stepin, Jose Maria Alonso-Moral, Alejandro Catalá, Martin Pereira-Fariña
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information. Inf. Sci. 618 (2022)
Ilia Stepin, José Maria Alonso, Alejandro Catalá, Martin Pereira-Fariña
A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence. IEEE Access 9 (2021)
Ilia Stepin, José Maria Alonso, Alejandro Catalá, Martin Pereira-Fariña
Generation and Evaluation of Factual and Gounterfaetual Explanations for Decision Trees and Fuzzy Rule-based Classifiers. FUZZ-IEEE (2020)