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Stepin, Ilia ilia.stepin@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Actividades

How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]

  • Stepin, Ilia
  • Suffian, Muhammad
  • Catala, Alejandro
  • Alonso-Moral, Jose M

IEEE Computational Intelligence Magazine (p. 81-82) - 1/2/2024

10.1109/mci.2023.3328098 Ver en origen

  • ISSN 1556603X

Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics

  • Stepin, Ilia
  • Budzynska, Katarzyna
  • Catala, Alejandro
  • Pereira-Farina, Martin
  • Alonso-Moral, Jose M

Argument and Computation (p. 49-107) - 1/1/2024

10.3233/aac-220011 Ver en origen

  • ISSN 19462166

An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information

  • Stepin, Ilia
  • Alonso-Moral, Jose M
  • Catala, Alejandro
  • Pereira-Farina, Martin

INFORMATION SCIENCES (p. 379-399) - 21/11/2022

10.1016/j.ins.2022.10.098 Ver en origen

  • ISSN 00200255

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

  • Stepin, Ilia
  • Alonso, Jose M
  • Catala, Alejandro
  • Pereira-Farina, Martin

IEEE Access (p. 11974-12001) - 1/1/2021

10.1109/access.2021.3051315 Ver en origen

  • ISSN 21693536

Este/a investigador/a no tiene libros.

Factual and Counterfactual Explanation of Fuzzy Information Granules

  • Stepin I
  • Catala A
  • Pereira-Fariña M
  • Alonso JM

Studies in Computational Intelligence (p. 153-185) - 1/1/2021

10.1007/978-3-030-64949-4_6 Ver en origen

  • ISSN 1860949X

A software solution for building fuzzy-grounded interactive dialogue-based explanations

  • Stepin, Ilia
  • Catala, Alejandro
  • Alonso-Moral, Jose M

2024 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, FUZZ-IEEE 2024 - 1/1/2024

10.1109/fuzz-ieee60900.2024.10612093 Ver en origen

  • ISSN 15445615

Investigating Human-Centered Perspectives in Explainable Artificial Intelligence

  • Suffian M
  • Stepin I
  • Alonso-Moral JM
  • Bogliolo A

CEUR Workshop Proceedings (p. 47-66) - 1/1/2023

  • ISSN 16130073
  • iMarina

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

  • Stepin, Ilia
  • Alonso, Jose M
  • Catala, Alejandro
  • Pereira-Farina, Martin

IEEE International Conference on Fuzzy Systems - 1/1/2020

10.1109/fuzz48607.2020.9177629 Ver en origen

  • ISSN 10987584

Paving the way towards counterfactual generation in argumentative conversational agents

  • Stepin I
  • Catalá A
  • Alonso JM
  • Pereira-Fariña M

NL4XAI 2019 - 1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, Proceedings of the Workshop (p. 20-25) - 1/1/2019

  • iMarina

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 11/11/25 18:10