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ORCIDJavier Fumanal
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2020 – today
- 2024
[j13]Javier Fumanal-Idocin
, Javier Andreu-Perez:
Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming. Neurocomputing 599: 128048 (2024)- [j12]Javier Fumanal, Carmen Vidaurre, Javier Fernández, Marisol Gómez, Javier Andreu-Perez, Mukesh Prasad, Humberto Bustince:
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface. Pattern Recognit. 145: 109924 (2024) - [j11]Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Pereira Dimuro, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince:
Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology. IEEE Trans. Cybern. 54(6): 3417-3430 (2024) - [j10]Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince:
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques. IEEE Trans. Fuzzy Syst. 32(4): 1915-1926 (2024) - [c9]Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez:
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules. FUZZ 2024: 1-7 - [c8]Xabier Gonzalez-Garcia, Javier Fumanal-Idocin, Joan M. Nunez Do Rio, Humberto Bustince:
A Rule-Based Approach for Interpretable Intensity-Modulated Radiation Therapy Treatment Selection. FUZZ 2024: 1-8 - 2023
- [j9]Javier Fumanal, Oscar Cordón, Humberto Bustince:
The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition. Inf. Fusion 90: 283-297 (2023) - [c7]Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras:
On the Stability of Fuzzy Classifiers to Noise Induction. FUZZ 2023: 1-6 - [i9]Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince:
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques. CoRR abs/2308.15284 (2023) - [i8]Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Carmen Vidaurre, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince:
A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis. CoRR abs/2312.17012 (2023) - 2022
- [j8]Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Carmen Vidaurre, Javier Fernández, Humberto Bustince:
A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis. Fuzzy Sets Syst. 451: 320-341 (2022) - [j7]Javier Fumanal-Idocin, Iosu Rodríguez-Martínez, A. Indurain, Maria Minárová, Humberto Bustince:
Almost aggregations in the gravitational clustering to perform anomaly detection. Inf. Sci. 612: 399-413 (2022) - [j6]Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince:
Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions. IEEE Trans. Cybern. 52(8): 7944-7955 (2022) - [j5]Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince:
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. 30(7): 2706-2720 (2022) - [j4]Jonata C. Wieczynski, Javier Fumanal-Idocin, Giancarlo Lucca, Eduardo Nunes Borges, Tiago da Cruz Asmus, Leonardo Ramos Emmendorfer, Humberto Bustince, Graçaliz Pereira Dimuro:
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. 30(12): 5376-5389 (2022) - [c6]Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince:
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks. HICSS 2022: 1-8 - [c5]Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón:
Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification. IPMU (2) 2022: 355-366 - [i7]Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince:
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks. CoRR abs/2208.12874 (2022) - 2021
- [j3]Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince:
Sugeno integral generalization applied to improve adaptive image binarization. Inf. Fusion 68: 37-45 (2021) - [j2]Martin Papco, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin, Abdulrahman H. Altalhi, Humberto Bustince:
A fusion method for multi-valued data. Inf. Fusion 71: 1-10 (2021) - [c4]Javier Fumanal-Idocin, Carmen Vidaurre, Marisol Gómez, Asier Urio, Humberto Bustince, Martin Papco, Graçaliz Pereira Dimuro:
Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces. FUZZ-IEEE 2021: 1-6 - [c3]Javier Fumanal-Idocin, Juan Uriarte, Borja de la Osa, Francesco Bardozzo, Javier Fernández, Humberto Bustince:
Gated Local Adaptive Binarization using supervised learning. WILF 2021 - [i6]Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince:
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions. CoRR abs/2101.06968 (2021) - [i5]Martin Papco, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin, Abdulrahman H. Altalhi, Humberto Bustince:
A fusion method for multi-valued data. CoRR abs/2101.10115 (2021) - [i4]Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Pereira Dimuro, Maria Minárová, Humberto Bustince:
The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology. CoRR abs/2109.08023 (2021) - 2020
- [j1]Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová:
Community detection and social network analysis based on the Italian wars of the 15th century. Future Gener. Comput. Syst. 113: 25-40 (2020) - [i3]Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince:
Adaptive binarization based on fuzzy integrals. CoRR abs/2003.08755 (2020) - [i2]Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová:
Community detection and Social Network analysis based on the Italian wars of the 15th century. CoRR abs/2007.02641 (2020) - [i1]Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince:
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface. CoRR abs/2011.09831 (2020)
2010 – 2019
- 2019
- [c2]Javier Armentia, Iosu Rodríguez, Javier Fumanal-Idocin, Humberto Bustince, Maria Minárová, Aranzazu Jurio:
Gravitational Clustering Algorithm Generalization by Using an Aggregation of Masses in Newton Law. AGOP 2019: 172-182 - [c1]Zdenko Takác, Javier Fernández, Javier Fumanal, Cédric Marco-Detchart, Inés Couso, Graçaliz Pereira Dimuro, Hélida Salles Santos, Humberto Bustince:
Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals. FUZZ-IEEE 2019: 1-6
Coauthor Index
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