Javier Fumanal-Idocin

37 papers B 1Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Neuro-Symbolic System for Interpretable Multimodal Physiological Signals Integration in Human Fatigue Detection.
CoRR
Mohammadreza Jamalifard, Yaxiong Lei, Parasto Azizinezhad, Javier Fumanal-Idocin, Javier Andreu-Perez
2026 J jnl
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules.
CoRR
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
2025 J jnl
A Fast Interpretable Fuzzy Tree Learner.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 J jnl
Compact Rule-Based Classifier Learning via Gradient Descent.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 — conf
Crisp Complexity of Fuzzy Classifiers.
FUZZ
Raquel Fernandez-Peralta, Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Crisp complexity of fuzzy classifiers.
CoRR
Raquel Fernandez-Peralta, Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Dynamic Feature Selection based on Rule-based Learning for Explainable Classification with Uncertainty Quantification.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 — conf
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets.
FUZZ
Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets.
CoRR
Javier Fumanal-Idocin, Javier Andreu-Perez
2024 — conf
A Rule-Based Approach for Interpretable Intensity-Modulated Radiation Therapy Treatment Selection.
FUZZ
Xabier Gonzalez-Garcia, Javier Fumanal-Idocin, Joan M. Nunez Do Rio, Humberto Bustince
2024 J jnl
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques.
IEEE Trans. Fuzzy Syst.
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
2024 J jnl
Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming.
Neurocomputing
Javier Fumanal-Idocin, Javier Andreu-Perez
2024 — conf
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules.
FUZZ
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
2024 J jnl
Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology.
IEEE Trans. Cybern.
Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Pereira Dimuro, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince
2023 J jnl
A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis.
CoRR
Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Carmen Vidaurre, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince
2023 J jnl
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques.
CoRR
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
2023 — conf
On the Stability of Fuzzy Classifiers to Noise Induction.
FUZZ
Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras
2022 J jnl
A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis.
Fuzzy Sets Syst.
Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Carmen Vidaurre, Javier Fernández, Humberto Bustince
2022 J jnl
Almost aggregations in the gravitational clustering to perform anomaly detection.
Inf. Sci.
Javier Fumanal-Idocin, Iosu Rodríguez-Martínez, Alfonso Indurain-Ibero, Maria Minárová, Humberto Bustince
2022 — conf
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks.
HICSS
Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince
2022 J jnl
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks.
CoRR
Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince
2022 — conf
Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification.
IPMU (2)
Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón
2022 J jnl
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface.
IEEE Trans. Fuzzy Syst.
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
2022 J jnl
Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions.
IEEE Trans. Cybern.
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
2022 J jnl
d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications.
IEEE Trans. Fuzzy Syst.
Jonata C. Wieczynski, Javier Fumanal-Idocin, Giancarlo Lucca, Eduardo Nunes Borges, Tiago da Cruz Asmus, Leonardo Ramos Emmendorfer, Humberto Bustince, Graçaliz Pereira Dimuro
2021 J jnl
A fusion method for multi-valued data.
CoRR
Martin Papco, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin, Abdulrahman H. Altalhi, Humberto Bustince
2021 J jnl
A fusion method for multi-valued data.
Inf. Fusion
Martin Papco, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin, Abdulrahman H. Altalhi, Humberto Bustince
2021 — conf
Gated Local Adaptive Binarization using supervised learning.
WILF
Javier Fumanal-Idocin, Juan Uriarte, Borja de la Osa, Francesco Bardozzo, Javier Fernández, Humberto Bustince
2021 J jnl
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions.
CoRR
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
2021 B conf
Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces.
FUZZ-IEEE
Javier Fumanal-Idocin, Carmen Vidaurre, Marisol Gómez, Asier Urio, Humberto Bustince, Martin Papco, Graçaliz Pereira Dimuro
2021 J jnl
Sugeno integral generalization applied to improve adaptive image binarization.
Inf. Fusion
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
2021 J jnl
The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology.
CoRR
Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Pereira Dimuro, Maria Minárová, Humberto Bustince
2020 J jnl
Adaptive binarization based on fuzzy integrals.
CoRR
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
2020 J jnl
Community detection and Social Network analysis based on the Italian wars of the 15th century.
CoRR
Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová
2020 J jnl
Community detection and social network analysis based on the Italian wars of the 15th century.
Future Gener. Comput. Syst.
Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová
2020 J jnl
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface.
CoRR
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
2019 — conf
Gravitational Clustering Algorithm Generalization by Using an Aggregation of Masses in Newton Law.
AGOP
Javier Armentia, Iosu Rodríguez, Javier Fumanal-Idocin, Humberto Bustince, Maria Minárová, Aranzazu Jurio