José Antonio Sanz

80 papers B 14C 1Misc 1Journal 44Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Deep Learning Models for Aerial LiDAR Point Cloud Semantic Segmentation under Real Acquisition Conditions: A Case Study in Navarre.
CoRR
Alex Salvatierra, José Antonio Sanz, Christian Gutiérrez, Mikel Galar
2026 J jnl
Spatially-Aware Evaluation Framework for Aerial LiDAR Point Cloud Semantic Segmentation: Distance-Based Metrics on Challenging Regions.
CoRR
Alex Salvatierra, José Antonio Sanz, Christian Gutiérrez, Mikel Galar
2023 J jnl
$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions.
IEEE Trans. Fuzzy Syst.
Jonata C. Wieczynski, Giancarlo Lucca, Graçaliz Pereira Dimuro, Eduardo N. Borges, José Antonio Sanz, Tiago da Cruz Asmus, Javier Fernández, Humberto Bustince
2022 J jnl
A constructive framework to define fusion functions with floating domains in arbitrary closed real intervals.
Inf. Sci.
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Javier Fernández, Iosu Rodríguez-Martínez, Radko Mesiar, Humberto Bustince
2022 J jnl
A methodology for controlling the information quality in interval-valued fusion processes: Theory and application.
Knowl. Based Syst.
Tiago da Cruz Asmus, José Antonio Sanz, Graçaliz Pereira Dimuro, Javier Fernández, Radko Mesiar, Humberto Bustince
2022 J jnl
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface.
IEEE Trans. Fuzzy Syst.
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
2022 J jnl
Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions.
IEEE Trans. Cybern.
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
2022 J jnl
N-Dimensional Admissibly Ordered Interval-Valued Overlap Functions and Its Influence in Interval-Valued Fuzzy-Rule-Based Classification Systems.
IEEE Trans. Fuzzy Syst.
Tiago da Cruz Asmus, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín René Callejas Bedregal, Javier Fernández, Humberto Bustince
2022 J jnl
Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions.
Fuzzy Sets Syst.
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Radko Mesiar, Humberto Bustince
2021 J jnl
A wrapper methodology to learn interval-valued fuzzy rule-based classification systems.
Appl. Soft Comput.
José Antonio Sanz, Humberto Bustince
2021 — conf
Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function.
WILF
Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa A. Camargo, José Antonio Sanz
2021 J jnl
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions.
CoRR
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
2021 J jnl
Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions.
CoRR
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Radko Mesiar, Humberto Bustince
2020 — conf
A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral.
BRACIS (2)
Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, José Antonio Sanz, Humberto Bustince
2020 J jnl
A proposal for tuning the α parameter in C
Nat. Comput.
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
2020 — conf
An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems.
BRACIS (2)
Frederico B. Tiggemann, Bryan Stefan Galani Pernambuco, Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, José Antonio Sanz, Humberto Bustince
2020 J jnl
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems.
IEEE Trans. Fuzzy Syst.
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
2020 — conf
Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection.
IPMU (3)
José Antonio Sanz, Tiago da Cruz Asmus, Borja de la Osa, Humberto Bustince
2020 — conf
General Grouping Functions.
IPMU (2)
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
2020 B conf
General Interval-valued Grouping Functions.
FUZZ-IEEE
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Humberto Bustince, Benjamín R. C. Bedregal, Hélida Salles Santos, José Antonio Sanz
2020 J jnl
General interval-valued overlap functions and interval-valued overlap indices.
Inf. Sci.
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Sidnei F. Pereira Jr., Humberto Bustince
2020 J jnl
Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions.
Fuzzy Sets Syst.
Graçaliz Pereira Dimuro, Giancarlo Lucca, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Chin-Teng Lin, Humberto Bustince
2020 J jnl
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface.
CoRR
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
2020 J jnl
The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions.
Inf. Fusion
Graçaliz Pereira Dimuro, Javier Fernández, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
2019 J jnl
An Evolutionary UnderBagging Approach to Tackle the Survival Prediction of Trauma Patients: A Case Study at the Hospital of Navarre.
IEEE Access
José Antonio Sanz, Mikel Galar, Humberto Bustince, Tomás Belzunegui
2019 B conf
Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems.
FUZZ-IEEE
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Hélida Salles Santos, Humberto Bustince
2019 J jnl
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems.
CoRR
Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar
2019 J jnl
General overlap functions.
Fuzzy Sets Syst.
Laura De Miguel, Daniel Gómez, Juan Tinguaro Rodríguez, Javier Montero, Humberto Bustince, Graçaliz Pereira Dimuro, José Antonio Sanz
2019 J jnl
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named C
IEEE Trans. Fuzzy Syst.
Giancarlo Lucca, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz
2019 J jnl
Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface.
IEEE Comput. Intell. Mag.
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
2018 B conf
Applying aggregation and pre-aggregation functions in the classification of grape berries.
FUZZ-IEEE
Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Graçaliz Pereira Dimuro, Véronique M. Gomes, Rui Claudio Constantino Madureira, Pedro Melo-Pinto
2018 J jnl
CHI-BD: A fuzzy rule-based classification system for Big Data classification problems.
Fuzzy Sets Syst.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2018 J jnl
Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems.
Appl. Soft Comput.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Paula F. Schiavo, Sidnei F. Pereira Jr., Graçaliz Pereira Dimuro, Eduardo N. Borges, Humberto Bustince
2018 — conf
Penalty-Based Functions Defined by Pre-aggregation Functions.
IPMU (2)
Graçaliz Pereira Dimuro, Radko Mesiar, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz, Giancarlo Lucca
2017 J jnl
A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients.
Int. J. Comput. Intell. Syst.
José Antonio Sanz, Javier Fernández, Humberto Bustince, Carlos Gradin, Mariano Fortún, Tomás Belzunegui
2017 B conf
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems.
FUZZ-IEEE
Mikel Elkano, Mikel Galar, José Antonio Sanz, Graçaliz Pereira Dimuro, Humberto Bustince
2017 J jnl
A new survival status prediction system for severe trauma patients based on a multiple classifier system.
Comput. Methods Programs Biomed.
José Antonio Sanz, Daniel Paternain, Mikel Galar, Javier Fernández, Diego Reyero, Tomás Belzunegui
2017 — conf
Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures.
EUSFLAT/IWIFSGN (2)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
2017 B conf
Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System.
FUZZ-IEEE
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Javier Fernández, Humberto Bustince
2017 J jnl
CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems.
Knowl. Based Syst.
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Maria José Asiain, Mikel Elkano, Humberto Bustince
2017 — conf
CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems.
AGOP
Graçaliz Pereira Dimuro, Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Benjamín R. C. Bedregal
2017 — conf
Construction of Capacities from Overlap Indexes.
Fuzzy Sets, Rough Sets, Multisets and Clustering
José Antonio Sanz, Mikel Galar, Radko Mesiar, Anna Kolesárová, Humberto Bustince, Javier Fernández, Javier Montero
2017 — conf
IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.
IFSA-SCIS
Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
2017 B conf
On the definition of the concept of pre-t-conorms.
FUZZ-IEEE
Graçaliz Pereira Dimuro, Humberto Bustince, Javier Fernández, José Antonio Sanz, Giancarlo Lucca, Benjamín R. C. Bedregal
2016 — conf
A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems.
BRACIS
Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Humberto Bustince
2016 J jnl
Composition of interval-valued fuzzy relations using aggregation functions.
Inf. Sci.
Mikel Elkano, José Antonio Sanz, Mikel Galar, Barbara Pekala, Urszula Bentkowska, Humberto Bustince
2016 J jnl
Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC).
Int. J. Approx. Reason.
Alberto Fernández, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera
2016 J jnl
Evolution in time of L-fuzzy context sequences.
Inf. Sci.
Cristina Alcalde, Ana Burusco, Humberto Bustince, Aranzazu Jurio, José Antonio Sanz
2016 J jnl
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.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2016 B conf
Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System.
FUZZ-IEEE
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2016 B conf
Pre-aggregation functions: Definition, properties and construction methods.
FUZZ-IEEE
Humberto Bustince, José Antonio Sanz, Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Gustavo Ochoa
2016 J jnl
Preaggregation Functions: Construction and an Application.
IEEE Trans. Fuzzy Syst.
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
2016 — conf
Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets.
IPMU (2)
Laura De Miguel, Edurne Barrenechea, Miguel Pagola, Aranzazu Jurio, José Antonio Sanz, Mikel Elkano, Humberto Bustince
2015 J jnl
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.
José Antonio Sanz, Dario Bernardo, Francisco Herrera, Humberto Bustince, Hani Hagras
2015 B conf
A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems.
FUZZ-IEEE
Giancarlo Lucca, Graçaliz Pereira Dimuro, Viviane L. D. de Mattos, Benjamín R. C. Bedregal, Humberto Bustince, José Antonio Sanz
2015 J jnl
Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies.
IEEE Trans. Fuzzy Syst.
Mikel Elkano, Mikel Galar, José Antonio Sanz, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince
2015 — conf
Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection.
IFSA-EUSFLAT
Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Francisco Herrera
2015 B conf
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
Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Oscar Cordón, Francisco Herrera
2015 — conf
Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems.
IFSA-EUSFLAT
Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince
2015 B conf
The Notion of Pre-aggregation Function.
MDAI
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
2014 B conf
A preliminary study on fingerprint classification using fuzzy rule-based classification systems.
FUZZ-IEEE
Mikel Galar, José Antonio Sanz, Miguel Pagola, Humberto Bustince Sola, Francisco Herrera
2014 — conf
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)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Edurne Barrenechea, Francisco Herrera, Humberto Bustince
2014 J jnl
Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system.
Appl. Soft Comput.
José Antonio Sanz, Mikel Galar, Aranzazu Jurio, Antonio Brugos, Miguel Pagola, Humberto Bustince
2014 J jnl
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions.
J. Multiple Valued Log. Soft Comput.
Daniel Paternain, Humberto Bustince, Javier Fernández, José Antonio Sanz, Michal Baczynski, Gleb Beliakov, Radko Mesiar
2013 — ch.
Construction of Interval Type-2 Fuzzy Sets From Fuzzy Sets: Methods and Applications.
Advances in Type-2 Fuzzy Sets and Systems
Miguel Pagola, Edurne Barrenechea, Javier Fernández, Aranzazu Jurio, Mikel Galar, José Antonio Sanz, Daniel Paternain, Carlos Lopez-Molina, Juan Cerrón, Humberto Bustince
2013 J jnl
Construction of strong equality index from implication operators.
Fuzzy Sets Syst.
Humberto Bustince Sola, Javier Fernández, José Antonio Sanz, Michal Baczynski, Radko Mesiar
2013 J jnl
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.
José Antonio Sanz, Alberto Fernández, Humberto Bustince, Francisco Herrera
2013 J jnl
Multiscale edge detection based on Gaussian smoothing and edge tracking.
Knowl. Based Syst.
Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola, José Antonio Sanz, Edurne Barrenechea Tartas
2013 J jnl
Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems.
Axioms
Edurne Barrenechea Tartas, Humberto Bustince Sola, Javier Fernández, Daniel Paternain, José Antonio Sanz
2011 — conf
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
José Antonio Sanz, Miguel Pagola, Humberto Bustince, Antonio Brugos, Alberto Fernández, Francisco Herrera
2011 J jnl
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.
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
2011 — conf
Interval-Valued Fuzzy Sets for Color Image Super-Resolution.
CAEPIA
Aranzazu Jurio, José Antonio Sanz, Daniel Paternain, Javier Fernández, Humberto Bustince Sola
2011 — conf
Multicriteria Decision Making by Means of Interval-Valued Choquet Integrals.
Eurofuse
Humberto Bustince, Javier Fernández, José Antonio Sanz, Mikel Galar, Radko Mesiar, Anna Kolesárová
2011 B conf
On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees.
FUZZ-IEEE
José Antonio Sanz, Humberto Bustince Sola, Alberto Fernández, Francisco Herrera
2010 B conf
A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets.
FUZZ-IEEE
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
2010 J jnl
Comment on: "Image thresholding using type II fuzzy sets". Importance of this method.
Pattern Recognit.
Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Javier Fernández, José Antonio Sanz
2010 J jnl
Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning.
Inf. Sci.
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
2009 Misc conf
A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets.
HAIS
José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera
2009 C conf
Ignorance-Based Fuzzy Clustering Algorithm.
ISDA
Aranzazu Jurio, Miguel Pagola, Daniel Paternain, Edurne Barrenechea Tartas, José Antonio Sanz, Humberto Bustince Sola
2009 — conf
Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators.
IFSA/EUSFLAT Conf.
Daniel Paternain, Humberto Bustince Sola, José Antonio Sanz, Mikel Galar, Carlos Guerra