A survey of contrastive and counterfactual explanation generation methods for explainable artificial intelligence I Stepin, JM Alonso, A Catala, M Pereira-Fariña IEEE Access 9, 11974-12001, 2021 | 399 | 2021 |
Generation and Evaluation of Factual and Counterfactual Explanations for Decision Trees and Fuzzy Rule-based Classifiers I Stepin, JM Alonso, A Catala, M Pereira-Fariña 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020 | 42 | 2020 |
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information I Stepin, JM Alonso-Moral, A Catala, M Pereira-Fariña Information Sciences 618, 379-399, 2022 | 14 | 2022 |
Factual and counterfactual explanation of fuzzy information granules I Stepin, A Catala, M Pereira-Fariña, JM Alonso Interpretable Artificial Intelligence: A Perspective of Granular Computing …, 2021 | 13 | 2021 |
How to build self-explaining fuzzy systems: from interpretability to explainability [AI-explained] I Stepin, M Suffian, A Catala, JM Alonso-Moral IEEE Computational Intelligence Magazine 19 (1), 81-82, 2024 | 7 | 2024 |
Paving the way towards counterfactual generation in argumentative conversational agents I Stepin, A Catala, M Pereira-Fariña, JM Alonso Proceedings of the 1st Workshop on Interactive Natural Language Technology …, 2019 | 5 | 2019 |
Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics I Stepin, K Budzynska, A Catala, M Pereira-Fariña, JM Alonso-Moral Argument & Computation 15 (1), 49-107, 2024 | 4 | 2024 |
Investigating human-centered perspectives in explainable artificial intelligence M Suffian, I Stepin, JM Alonso-Moral, A Bogliolo CEUR Workshop Proceedings, 47-66, 2023 | 4 | 2023 |
A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations I Stepin, A Catala, JM Alonso-Moral 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2024 | | 2024 |
Argumentative Conversational Agents for Explainable Artificial Intelligence I Stepin | | 2023 |
Argumentation-based Interactive Factual and Counterfactual Explanation Generation I Stepin 1st Doctoral Consortium at the European Conference on Artificial …, 2020 | | 2020 |