José Antonio Sanz

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 52

Top Topics

Aggregation Functions

Classification Systems

Top Venues

IEEE Trans. Fuzzy Syst.

Publications

Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa A. Camargo, José Antonio Sanz
Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function. WILF (2021)
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 (2021)
José Antonio Sanz, Humberto Bustince
A wrapper methodology to learn interval-valued fuzzy rule-based classification systems. Appl. Soft Comput. 104 (2021)
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Radko Mesiar, Humberto Bustince
Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions. CoRR (2021)
Graçaliz Pereira Dimuro, Giancarlo Lucca, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Chin-Teng Lin, Humberto Bustince
Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions. Fuzzy Sets Syst. 378 (2020)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
C-integrals for application in fuzzy rule-based classification systems. Nat. Comput. 19 (3) (2020)
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Sidnei F. Pereira Jr., Humberto Bustince
General interval-valued overlap functions and interval-valued overlap indices. Inf. Sci. 527 (2020)
Frederico B. Tiggemann, Bryan Stefan Galani Pernambuco, Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, José Antonio Sanz, Humberto Bustince
An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems. BRACIS (2) (2020)
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Humberto Bustince, Benjamín R. C. Bedregal, Hélida Salles Santos, José Antonio Sanz
General Interval-valued Grouping Functions. FUZZ-IEEE (2020)
Hélida S. Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Giancarlo Lucca, Eduardo N. Borges, Benjamín R. C. Bedregal, José Antonio Sanz, Javier Fernández, Humberto Bustince
General Grouping Functions. IPMU (2) (2020)
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Ching-Teng Lin, Yu-Kai Wang, Humberto Bustince
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface. CoRR (2020)
José Antonio Sanz, Tiago da Cruz Asmus, Borja de la Osa, Humberto Bustince
Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection. IPMU (3) (2020)
Graçaliz Pereira Dimuro, Javier Fernández, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions. Inf. Fusion 57 (2020)
Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, José Antonio Sanz, Humberto Bustince
A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral. BRACIS (2) (2020)
Laura De Miguel, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero, Humberto Bustince, Graçaliz Pereira Dimuro, José Antonio Sanz
General overlap functions. Fuzzy Sets Syst. 372 (2019)
José Antonio Sanz, Mikel Galar, Humberto Bustince, Tomás Belzunegui
An Evolutionary UnderBagging Approach to Tackle the Survival Prediction of Trauma Patients: A Case Study at the Hospital of Navarre. IEEE Access 7 (2019)
Li-Wei Ko, Yi-Chen Lu, Humberto Bustince, Yu-Cheng Chang, Yang Chang, Javier Fernández, Yu-Kai Wang, José Antonio Sanz, Graçaliz Pereira Dimuro, Chin-Teng Lin
Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface. IEEE Comput. Intell. Mag. 14 (1) (2019)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz
-Integrals. IEEE Trans. Fuzzy Syst. 27 (1) (2019)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Hélida Salles Santos, Humberto Bustince
Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems. FUZZ-IEEE (2019)
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems. CoRR (2019)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince, Radko Mesiar
-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems. Inf. Sci. 435 (2018)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Paula F. Schiavo, Sidnei F. Pereira Jr., Graçaliz Pereira Dimuro, Eduardo N. Borges, Humberto Bustince
Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems. Appl. Soft Comput. 67 (2018)
Graçaliz Pereira Dimuro, Radko Mesiar, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz, Giancarlo Lucca
Penalty-Based Functions Defined by Pre-aggregation Functions. IPMU (2) (2018)
Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Graçaliz Pereira Dimuro, Véronique M. Gomes, Rui Claudio Constantino Madureira, Pedro Melo-Pinto
Applying aggregation and pre-aggregation functions in the classification of grape berries. FUZZ-IEEE (2018)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems. Fuzzy Sets Syst. 348 (2018)
José Antonio Sanz, Mikel Galar, Radko Mesiar, Anna Kolesárová, Humberto Bustince, Javier Fernández, Javier Montero
Construction of Capacities from Overlap Indexes. Fuzzy Sets, Rough Sets, Multisets and Clustering (2017)
Graçaliz Pereira Dimuro, Humberto Bustince, Javier Fernández, José Antonio Sanz, Giancarlo Lucca, Benjamín R. C. Bedregal
On the definition of the concept of pre-t-conorms. FUZZ-IEEE (2017)
José Antonio Sanz, Javier Fernández, Humberto Bustince, Carlos Gradin, Mariano Fortún, Tomás Belzunegui
A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients. Int. J. Comput. Intell. Syst. 10 (1) (2017)
José Antonio Sanz, Daniel Paternain, Mikel Galar, Javier Fernández, Diego Reyero, Tomás Belzunegui
A new survival status prediction system for severe trauma patients based on a multiple classifier system. Comput. Methods Programs Biomed. 142 (2017)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Graçaliz Pereira Dimuro, Humberto Bustince
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems. FUZZ-IEEE (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures. EUSFLAT/IWIFSGN (2) (2017)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems. IFSA-SCIS (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Maria José Asiain, Mikel Elkano, Humberto Bustince
CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems. Knowl. Based Syst. 119 (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Javier Fernández, Humberto Bustince
Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System. FUZZ-IEEE (2017)
Graçaliz Pereira Dimuro, Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Benjamín R. C. Bedregal
CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems. AGOP (2017)
Mikel Elkano, José Antonio Sanz, Mikel Galar, Barbara Pekala, Urszula Bentkowska, Humberto Bustince
Composition of interval-valued fuzzy relations using aggregation functions. Inf. Sci. 369 (2016)
Alberto Fernández, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera
Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC). Int. J. Approx. Reason. 73 (2016)
Humberto Bustince, José Antonio Sanz, Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Gustavo Ochoa
Pre-aggregation functions: Definition, properties and construction methods. FUZZ-IEEE (2016)
Laura De Miguel, Edurne Barrenechea, Miguel Pagola, Aranzazu Jurio, José Antonio Sanz, Mikel Elkano, Humberto Bustince
Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets. IPMU (2) (2016)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System. FUZZ-IEEE (2016)
Cristina Alcalde, Ana Burusco, Humberto Bustince, Aranzazu Jurio, José Antonio Sanz
Evolution in time of L-fuzzy context sequences. Inf. Sci. 326 (2016)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
Preaggregation Functions: Construction and an Application. IEEE Trans. Fuzzy Syst. 24 (2) (2016)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy Reasoning Method. Inf. Sci. 332 (2016)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Humberto Bustince
A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems. BRACIS (2016)
José Antonio Sanz, Dario Bernardo, Francisco Herrera, Humberto Bustince, Hani Hagras
A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data. IEEE Trans. Fuzzy Syst. 23 (4) (2015)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Viviane Mattos, Benjamín R. C. Bedregal, Humberto Bustince, José Antonio Sanz
A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems. FUZZ-IEEE (2015)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems. IFSA-EUSFLAT (2015)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
The Notion of Pre-aggregation Function. MDAI (2015)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince
Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Oscar Cordón, Francisco Herrera
On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm. FUZZ-IEEE (2015)
Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Francisco Herrera
Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection. IFSA-EUSFLAT (2015)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Edurne Barrenechea, Francisco Herrera, Humberto Bustince
Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System. IPMU (3) (2014)
José Antonio Sanz, Mikel Galar, Aranzazu Jurio, Antonio Brugos, Miguel Pagola, Humberto Bustince
Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system. Appl. Soft Comput. 20 (2014)
Daniel Paternain, Humberto Bustince, Javier Fernández, José Antonio Sanz, Michal Baczynski, Gleb Beliakov, Radko Mesiar
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions. J. Multiple Valued Log. Soft Comput. 22 (4-6) (2014)
Mikel Galar, José Antonio Sanz, Miguel Pagola, Humberto Bustince Sola, Francisco Herrera
A preliminary study on fingerprint classification using fuzzy rule-based classification systems. FUZZ-IEEE (2014)
Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola, José Antonio Sanz, Edurne Barrenechea Tartas
Multiscale edge detection based on Gaussian smoothing and edge tracking. Knowl. Based Syst. 44 (2013)
Edurne Barrenechea Tartas, Humberto Bustince Sola, Javier Fernández, Daniel Paternain, José Antonio Sanz
Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems. Axioms 2 (2) (2013)
José Antonio Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera
IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection. IEEE Trans. Fuzzy Syst. 21 (3) (2013)
Humberto Bustince Sola, Javier Fernández, José Antonio Sanz, Michal Baczynski, Radko Mesiar
Construction of strong equality index from implication operators. Fuzzy Sets Syst. 211 (2013)
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position. Int. J. Approx. Reason. 52 (6) (2011)
Aranzazu Jurio, José Antonio Sanz, Daniel Paternain, Javier Fernández, Humberto Bustince Sola
Interval-Valued Fuzzy Sets for Color Image Super-Resolution. CAEPIA (2011)
José Antonio Sanz, Miguel Pagola, Humberto Bustince, Antonio Brugos, Alberto Fernández, Francisco Herrera
A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets. T2FUZZ (2011)
Humberto Bustince, Javier Fernández, José Antonio Sanz, Mikel Galar, Radko Mesiar, Anna Kolesárová
Multicriteria Decision Making by Means of Interval-Valued Choquet Integrals. Eurofuse (2011)
José Antonio Sanz, Humberto Bustince Sola, Alberto Fernández, Francisco Herrera
On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees. FUZZ-IEEE (2011)
Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández, José Antonio Sanz
Comment on: "Image thresholding using type II fuzzy sets". Importance of this method. Pattern Recognit. 43 (9) (2010)
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning. Inf. Sci. 180 (19) (2010)
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets. FUZZ-IEEE (2010)
Daniel Paternain, Humberto Bustince Sola, José Antonio Sanz, Mikel Galar, Carlos Guerra
Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators. IFSA/EUSFLAT Conf. (2009)
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. HAIS (2009)
Aranzazu Jurio, Miguel Pagola, Daniel Paternain, Edurne Barrenechea Tartas, José Antonio Sanz, Humberto Bustince Sola
Ignorance-Based Fuzzy Clustering Algorithm. ISDA (2009)