Javier Fumanal

According to our database, Javier Fumanal authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques.

Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince

IEEE Trans. Fuzzy Syst., April, 2024

Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface.

Javier Fumanal, Carmen Vidaurre, Javier Fernández, Marisol Gómez, Javier Andreu-Perez, Mukesh Prasad, Humberto Bustince

Pattern Recognit., January, 2024

2023

The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition.

Javier Fumanal, Oscar Cordón, Humberto Bustince

Inf. Fusion, 2023

On the Stability of Fuzzy Classifiers to Noise Induction.

Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications.

Jonata C. Wieczynski, Javier Fumanal-Idocin, Giancarlo Lucca, Eduardo Nunes Borges, Tiago da Cruz Asmus, Leonardo Ramos Emmendorfer, Humberto Bustince, Graçaliz Pereira Dimuro

IEEE Trans. Fuzzy Syst., 2022

Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface.

Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2022

Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions.

Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince

IEEE Trans. Cybern., 2022

Almost aggregations in the gravitational clustering to perform anomaly detection.

Javier Fumanal-Idocin, Iosu Rodríguez-Martínez, A. Indurain, Maria Minárová, Humberto Bustince

Inf. Sci., 2022

A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis.

Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Carmen Vidaurre, Javier Fernández, Humberto Bustince

Fuzzy Sets Syst., 2022

Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification.

Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks.

Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

A fusion method for multi-valued data.

Martin Papco, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin, Abdulrahman H. Altalhi, Humberto Bustince

Inf. Fusion, 2021

Sugeno integral generalization applied to improve adaptive image binarization.

Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince

Inf. Fusion, 2021

The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology.

Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Pereira Dimuro, Maria Minárová, Humberto Bustince

CoRR, 2021

Gated Local Adaptive Binarization using supervised learning.

Javier Fumanal-Idocin, Juan Uriarte, Borja de la Osa, Francesco Bardozzo, Javier Fernández, Humberto Bustince

Proceedings of WILF 2021, 2021

Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces.

Javier Fumanal-Idocin, Carmen Vidaurre, Marisol Gómez, Asier Urio, Humberto Bustince, Martin Papco, Graçaliz Pereira Dimuro

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Community detection and social network analysis based on the Italian wars of the 15th century.

Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová

Future Gener. Comput. Syst., 2020

Adaptive binarization based on fuzzy integrals.

Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince

CoRR, 2020

2019

Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals.

Zdenko Takác, Javier Fernández, Javier Fumanal, Cédric Marco-Detchart, Inés Couso, Graçaliz Pereira Dimuro, Hélida Salles Santos, Humberto Bustince

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Gravitational Clustering Algorithm Generalization by Using an Aggregation of Masses in Newton Law.

Javier Armentia, Iosu Rodríguez, Javier Fumanal-Idocin, Humberto Bustince, Maria Minárová, Aranzazu Jurio

Proceedings of the New Trends in Aggregation Theory, 2019