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J. Sanz
J. Sanz
Assistant Professor of Computer Science and Artificial Intelligence, Universidad Pública de Navarra
Dirección de correo verificada de unavarra.es
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Preaggregation functions: Construction and an application
G Lucca, JA Sanz, GP Dimuro, B Bedregal, R Mesiar, A Kolesarova, ...
IEEE Transactions on Fuzzy Systems 24 (2), 260-272, 2015
1922015
A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications with Imbalanced Data
J Sanz, D Bernardo, F Herrera, H Bustince Sola, H Hagras
IEEE Transactions on Fuzzy Systems, 2014
1902014
Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system
JA Sanz, M Galar, A Jurio, A Brugos, M Pagola, H Bustince
Applied Soft Computing 20, 103-111, 2014
1882014
A genetic tuning to improve the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets: Degree of ignorance and lateral position
J Sanz, A Fernández, H Bustince, F Herrera
International Journal of Approximate Reasoning 52 (6), 751-766, 2011
1712011
Enhancing multi-class classification in FARC-HD fuzzy classifier: On the synergy between n-dimensional overlap functions and decomposition strategies
M Elkano, M Galar, J Sanz, A Fernandez, E Barrenechea, F Herrera, ...
IEEE Transactions on Fuzzy Systems 23 (5), 1562-1580, 2015
1682015
CC-integrals: Choquet-like copula-based aggregation functions and its application in fuzzy rule-based classification systems
G Lucca, JA Sanz, GP Dimuro, B Bedregal, MJ Asiain, M Elkano, ...
Knowledge-Based Systems 119, 32-43, 2017
1672017
IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based on a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection
J Sanz, A Fernández, H Bustince, F Herrera
IEEE Transactions on Fuzzy Systems 21 (3), 399-411, 2013
1642013
Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning
JA Sanz, A Fernández, H Bustince, F Herrera
Information Sciences 180 (19), 3674-3685, 2010
1592010
CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems
G Lucca, JA Sanz, GP Dimuro, B Bedregal, H Bustince, R Mesiar
Information Sciences 435, 94-110, 2018
1452018
Multiscale edge detection based on Gaussian smoothing and edge tracking
C Lopez-Molina, B De Baets, H Bustince, J Sanz, E Barrenechea
Knowledge-Based Systems 44, 101-111, 2013
1432013
The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions
GP Dimuro, J Fernández, B Bedregal, R Mesiar, JA Sanz, G Lucca, ...
Information Fusion 57, 27-43, 2020
1422020
Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy …
M Elkano, M Galar, J Sanz, H Bustince
Information Sciences 332, 94-114, 2016
1252016
General overlap functions
L De Miguel, D Gómez, JT Rodríguez, J Montero, H Bustince, GP Dimuro, ...
Fuzzy Sets and Systems 372, 81-96, 2019
992019
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems
M Elkano, M Galar, J Sanz, H Bustince
Fuzzy Sets and Systems 348, 75-101, 2018
972018
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named -Integrals
G Lucca, GP Dimuro, J Fernández, H Bustince, B Bedregal, JA Sanz
IEEE Transactions on Fuzzy Systems 27 (1), 124-134, 2018
962018
Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems
M Elkano, M Galar, JA Sanz, PF Schiavo, S Pereira Jr, GP Dimuro, ...
Applied Soft Computing 67, 728-740, 2018
952018
Generalized cf1f2-integrals: From choquet-like aggregation to ordered directionally monotone functions
GP Dimuro, G Lucca, B Bedregal, R Mesiar, JA Sanz, CT Lin, H Bustince
Fuzzy Sets and Systems 378, 44-67, 2020
742020
Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface
LW Ko, YC Lu, H Bustince, YC Chang, Y Chang, J Ferandez, YK Wang, ...
IEEE Computational Intelligence Magazine 14 (1), 96-106, 2019
742019
Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems
E Barrenechea, H Bustince, J Fernandez, D Paternain, JA Sanz
Axioms 2 (2), 208-223, 2013
742013
Major trauma registry of Navarre (Spain): the accuracy of different survival prediction models
T Belzunegui, C Gradín, M Fortún, A Cabodevilla, A Barbachano, JA Sanz
The American journal of emergency medicine 31 (9), 1382-1388, 2013
642013
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Artículos 1–20