Javier Fumanal Idocin

prof_pic.jpg

Hi! I am Postdoc YUFE MSCA fellow in the University of Essex, researching in Artificial Intelligence and perception. I did my PhD in the Grupo de Inteligencia y Artificial Razonamiento Aproximado (GIARA) in the Public University of Navarre under the supervision of Prof. Humberto Bustince and Prof. Óscar Cordón. During my PhD I also was a visiting researcher in the University of Essex, under the supervision of Prof Hani Hagras.

Besides science, my personal interests include playing the piano and the guitar, reading lots about ancient history, MTG, and Karate. My favourite book is La Regenta, by Leopoldo Alas “Clarín”.

news

Mar 18, 2024 “Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules” and “A Rule-Based Approach for Interpretable Intensity-Modulated Radiation Therapy Treatment Selection” accepted for publication in WCCI 2024.
Jul 27, 2023 PhD Thesis succesfully defended.

selected publications

  1. network.png
    Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology
    Javier Fumanal-Idocin ,  Oscar Cordón ,  Graçaliz Pereira Dimuro , and 2 more authors
    IEEE Transactions on Cybernetics, 2023
    arXiv
  2. art.png
    Artxai: Explainable artificial intelligence curates deep representation learning for artistic images using fuzzy techniques
    Javier Fumanal-Idocin ,  Javier Andreu-Perez ,  Oscar Cord , and 3 more authors
    IEEE Transactions on Fuzzy Systems, 2023
    arXiv
  3. borgia.png
    Community detection and social network analysis based on the Italian wars of the 15th century
    Javier Fumanal-Idocin ,  Amparo Alonso-Betanzos ,  Oscar Cordón , and 2 more authors
    Future Generation Computer Systems, 2020
    arXiv