J. Sanz
J. Sanz
Assistant Professor of Computer Science and Artificial Intelligence, Universidad Pública de Navarra
Geverifieerd e-mailadres voor unavarra.es
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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
1442011
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
1322010
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
1202013
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
1132015
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
1132014
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
1112014
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
1062013
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
912015
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
752017
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
562018
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
522016
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
512013
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
512013
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
442018
A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems
G Lucca, GP Dimuro, V Mattos, B Bedregal, H Bustince, JA Sanz
2015 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2015
402015
Comment on:“Image thresholding using type II fuzzy sets”. Importance of this method
H Bustince, E Barrenechea, M Pagola, J Fernández, J Sanz
Pattern Recognition 43 (9), 3188-3192, 2010
362010
Construction of strong equality index from implication operators
H Bustince, J Fernández, J Sanz, M Baczyński, R Mesiar
Fuzzy Sets and Systems 211, 15-33, 2013
322013
Lamb muscle discrimination using hyperspectral imaging: Comparison of various machine learning algorithms
JA Sanz, AM Fernandes, E Barrenechea, S Silva, V Santos, N Gonçalves, ...
Journal of Food Engineering 174, 92-100, 2016
302016
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named -Integrals
G Lucca, GP Dimuro, J Fernandez, H Bustince, B Bedregal, JA Sanz
IEEE Transactions on Fuzzy Systems 27 (1), 124-134, 2018
252018
IIVFDT: Ignorance functions based interval-valued fuzzy decision tree with genetic tuning
J Sanz, H Bustince, A Fernández, F Herrera
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2012
252012
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