| 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 | 203 | 2014 |
| 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 | 199 | 2015 |
| 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 | 194 | 2014 |
| 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 | 173 | 2011 |
| 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 | 172 | 2017 |
| 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 | 171 | 2013 |
| 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 | 170 | 2015 |
| 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 | 160 | 2010 |
| 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 | 152 | 2020 |
| 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 | 152 | 2018 |
| 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 | 146 | 2013 |
| 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 | 130 | 2016 |
| General overlap functions L De Miguel, D Gómez, JT Rodríguez, J Montero, H Bustince, GP Dimuro, ... Fuzzy Sets and Systems 372, 81-96, 2019 | 113 | 2019 |
| 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 | 101 | 2018 |
| 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 | 100 | 2018 |
| 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 | 100 | 2018 |
| 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 | 82 | 2019 |
| 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 | 78 | 2020 |
| 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 | 74 | 2013 |
| General interval-valued overlap functions and interval-valued overlap indices T da Cruz Asmus, GP Dimuro, B Bedregal, JA Sanz, S Pereira Jr, ... Information Sciences 527, 27-50, 2020 | 68 | 2020 |
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraVerified email at unavarra.es
