Javier Fumanal Idocin
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Email
j.fumanal-idocin@essex.ac.uk -
Location
Colchester Campus
Profile
Qualifications
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PhD Public University of Navarre, (2023)
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MsC Universidad de Granada, (2018)
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BsC Universidad de Zaragoza, (2017)
Publications
Publications (7)
Fumanal-Idocin, J., Andreu-Perez, J., Cordón, O., Hagras, H. and Bustince, H., (2023). ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques
Fumanal-Idocin, J., Takac, Z., Horanska, L., Asmus, TDC., Vidaurre, C., Dimuro, G., Fernandez, J. and Bustince, H., (2023). A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis
Fumanal-Idocin, J., Cordón, O., Minárová, M., Alonso-Betanzos, A. and Bustince, H., (2022). Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks
Fumanal-Idocin, J., Wang, Y-K., Lin, C-T., Fernández, J., Sanz, JA. and Bustince, H., (2021). Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions
Fumanal-Idocin, J., Cordón, O., Dimuro, G., Minárová, M. and Bustince, H., (2021). The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology
Fumanal-Idocin, J., Takáč, Z., Sanz, JFJA., Goyena, H., Lin, C-T., Wang, Y-K. and Bustince, H., (2020). Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface
Fumanal-Idocin, J., Alonso-Betanzos, A., Cordón, O., Bustince, H. and Minárová, M., (2020). Community detection and Social Network analysis based on the Italian wars of the 15th century
Journal articles (12)
Fumanal-Idocin, J., Vidaurre, C., Fernández, J., Gómez, M., Andreu-Perez, J., Prashad, M. and Bustince, H., (2024). Supervised Penalty-based Aggregation Applied to Motor-Imagery based Brain-Computer-Interface. Pattern Recognition. 145, 109924-109924
Fumanal-Idocin, J., Cordón, O., Dimuro, GP., López-de-Hierro, A-FR. and Bustince, H., (2024). Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology. IEEE Transactions on Cybernetics. PP, 1-0
Fumanal-Idocin, J., Andreu-Perez, J., Cordón, O., Hagras, H. and Bustince, H., (2024). ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques.. IEEE Transactions on Fuzzy Systems. 32 (4), 1915-1926
Fumanal-Idocin, J., Cordón, O. and Bustince, H., (2023). The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition. Information Fusion. 90, 283-297
Fumanal-Idocin, J., Wang, Y-K., Lin, C-T., Fernandez, J., Sanz, JA. and Bustince, H., (2022). Motor-Imagery-Based Brain–Computer Interface Using Signal Derivation and Aggregation Functions. IEEE Transactions on Cybernetics. 52 (8), 7944-7955
Wieczynski, J., Fumanal-Idocin, J., Lucca, G., Borges, EN., Asmus, TDC., Emmendorfer, LR., Bustince, H. and Dimuro, GP., (2022). d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications. IEEE Transactions on Fuzzy Systems. 30 (12), 5376-5389
Fumanal-Idocin, J., Takac, Z., Fernandez, J., Sanz, JA., Goyena, H., Lin, C-T., Wang, Y-K. and Bustince, H., (2022). Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain–Computer Interface. IEEE Transactions on Fuzzy Systems. 30 (7), 2706-2720
Fumanal-Idocin, J., Takáč, Z., Horanská, Ľ., da Cruz Asmus, T., Dimuro, G., Vidaurre, C., Fernandez, J. and Bustince, H., (2022). A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis. Fuzzy Sets and Systems. 451, 320-341
Fumanal-Idocin, J., Rodriguez-Martinez, I., Indurain, A., Minárová, M. and Bustince, H., (2022). Almost aggregations in the gravitational clustering to perform anomaly detection. Information Sciences. 612, 399-413
Papčo, M., Rodríguez-Martínez, I., Fumanal-Idocin, J., Altalhi, AH. and Bustince, H., (2021). A fusion method for multi-valued data. Information Fusion. 71, 1-10
Bardozzo, F., De La Osa, B., Horanská, Ľ., Fumanal-Idocin, J., Priscoli, MD., Troiano, L., Tagliaferri, R., Fernandez, J. and Bustince, H., (2021). Sugeno integral generalization applied to improve adaptive image binarization. Information Fusion. 68, 37-45
Fumanal-Idocin, J., Alonso-Betanzos, A., Cordón, O., Bustince, H. and Minárová, M., (2020). Community detection and social network analysis based on the Italian wars of the 15th century. Future Generation Computer Systems. 113, 25-40
Book chapters (1)
Fumanal-Idocin, J., Takáč, Z., Horanská, L., Bustince, H. and Cordon, O., (2022). Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification. In: Information Processing and Management of Uncertainty in Knowledge-Based Systems. Springer International Publishing. 355- 366. 9783031089732
Conferences (6)
Fumanal-Idocin, J., Bustince, H., Andreu-Perez, J. and Hagras, H., (2023). On the Stability of Fuzzy Classifiers to Noise Induction
Fumanal-Idocin, J., Cordón, O., Minárová, M., Alonso-Betanzos, A. and Bustince, H., (2022). Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks
Fumanal-Idocin, J., Uriarte, J., de la Osa, B., Bardozzo, F., Fernández, J. and Bustince, H., (2021). Gated Local Adaptive Binarization using Supervised Learning
Fumanal-Idocin, J., Vidaurre, C., Gomez, M., Urio, A., Bustince, H., Papco, M. and Dimuro, GP., (2021). Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces
Takac, Z., Fernandez, J., Fumanal, J., Marco-Detchart, C., Couso, I., Dimuro, G., Santos, H. and Bustince, H., (2019). Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals
Armentia, J., Rodríguez, I., Fumanal Idocin, J., Bustince, H., Minárová, M. and Jurio, A., (2019). Gravitational Clustering Algorithm Generalization by Using an Aggregation of Masses in Newton Law
Thesis dissertation (1)
Fumanal Idocin, J., Mejoras a la capacidad de generalización de la inteligencia artificial
