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Ilia Stepin
Ilia Stepin
Assistant professor (Profesor ayudante doctor), Universidad Autónoma de Madrid (UAM)
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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
4332021
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
452020
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
152022
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
142021
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
82024
Investigating human-centered perspectives in explainable artificial intelligence
M Suffian, I Stepin, JM Alonso-Moral, A Bogliolo
CEUR Workshop Proceedings 3518, 47-66, 2023
52023
A survey of contrastive and counterfactual explanation generation methods for Explainable Artificial Intelligence, IEEE Access 9 (2021) 11974–12001
I Stepin, JM Alonso, A Catala, M Pereira-Fariña
52021
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
52019
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
32024
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
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