José Antonio Sanz

Best Publications

• Preaggregation Functions: Construction and an Application

  Giancarlo Lucca;Jose Antonio Sanz;Gracaliz Pereira Dimuro;Benjamin Bedregal

  209
  Citations

• Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system

  José Antonio Sanz;Mikel Galar;Aranzazu Jurio;Antonio Brugos

  191
  Citations

• A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data

  Jose Antonio Sanz;Dario Bernardo;Francisco Herrera;Humberto Bustince

  190
  Citations

• IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection

  Jose Antonio Sanz;A. Fernandez;H. Bustince;F. Herrera

  172
  Citations

• 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

  170
  Citations

• Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$ -Dimensional Overlap Functions and Decomposition Strategies

  Mikel Elkano;Mikel Galar;Jose Antonio Sanz;Alberto Fernandez

  169
  Citations

• CC-integrals

  Giancarlo Lucca;Jos Antonio Sanz;Graaliz Pereira Dimuro;Benjamn Bedregal

  163
  Citations

• Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning

  José Antonio Sanz;Alberto Fernández;Humberto Bustince;Francisco Herrera

  158
  Citations

• CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems

  Giancarlo Lucca;José Antonio Sanz;Graçaliz Pereira Dimuro;Graçaliz Pereira Dimuro;Benjamín R. C. Bedregal

  157
  Citations

• Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies

  Mikel Elkano;Mikel Galar;Jose Sanz;Humberto Bustince

  157
  Citations

• The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions

  Graçaliz Pereira Dimuro;Javier Fernández;Benjamín R. C. Bedregal;Benjamín R. C. Bedregal;Radko Mesiar

  155
  Citations

• Multiscale edge detection based on Gaussian smoothing and edge tracking

  C. Lopez-Molina;B. De Baets;H. Bustince;J. Sanz

  153
  Citations

• Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named $C_{F_1F_2}$ -Integrals

  Giancarlo Lucca;Gracaliz Pereira Dimuro;Javier Fernandez;Humberto Bustince

  113
  Citations

• General overlap functions

  Laura De Miguel;Daniel Gómez;J. Tinguaro Rodríguez;Javier Montero

  106
  Citations

• Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems

  Mikel Elkano;Mikel Galar;Jos Antonio Sanz;Paula Fernanda Schiavo

  103
  Citations

• CHI-BD: A fuzzy rule-based classification system for Big Data classification problems

  Mikel Elkano;Mikel Galar;José Antonio Sanz;Humberto Bustince

  94
  Citations

• Using the Choquet integral in the fuzzy reasoning method of fuzzy rule-based classification systems

  Edurne Barrenechea;Humberto Bustince;Javier Fernandez;Daniel Paternain

  80
  Citations

• Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions

  Graçaliz Pereira Dimuro;Graçaliz Pereira Dimuro;Giancarlo Lucca;Benjamín R. C. Bedregal;Radko Mesiar;Radko Mesiar

  71
  Citations

• Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface

  Li-Wei Ko;Yi-Chen Lu;Humberto Bustince;Yu-Cheng Chang

  69
  Citations

• General interval-valued overlap functions and interval-valued overlap indices

  Tiago da Cruz Asmus;Tiago da Cruz Asmus;Graçaliz Pereira Dimuro;Graçaliz Pereira Dimuro;Benjamín R. C. Bedregal;Benjamín R. C. Bedregal;José Antonio Sanz

  64
  Citations