Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators. - Daniel Paternain; Humberto Bustince Sola; José Antonio Sanz 001; Mikel Galar; Carlos Guerra (IFSA/EUSFLAT Conf., 2009)

Generalized Atanassov's Intuitionistic Fuzzy Index. Construction Method. - Edurne Barrenechea Tartas; Humberto Bustince Sola; Miguel Pagola; Javier Fernández 002; Josean Sanz (IFSA/EUSFLAT Conf., 2009)

A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. - José Antonio Sanz 001; Alberto Fernández 001; Humberto Bustince Sola; Francisco Herrera (HAIS, 2009)

Ignorance-Based Fuzzy Clustering Algorithm. - Aranzazu Jurio; Miguel Pagola; Daniel Paternain; Edurne Barrenechea Tartas; José Antonio Sanz 001; Humberto Bustince Sola (ISDA, 2009)

A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets. - José Antonio Sanz 001; Alberto Fernández 001; Humberto Bustince Sola; Francisco Herrera (FUZZ-IEEE, 2010)

Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning. - José Antonio Sanz 001; Alberto Fernández 001; Humberto Bustince Sola; Francisco Herrera (Inf. Sci., 2010)

Comment on: "Image thresholding using type II fuzzy sets". Importance of this method. - Humberto Bustince Sola; Edurne Barrenechea Tartas; Miguel Pagola; Javier Fernández 002; José Antonio Sanz 001 (Pattern Recognit., 2010)

Interval-Valued Fuzzy Sets for Color Image Super-Resolution. - Aranzazu Jurio; José Antonio Sanz 001; Daniel Paternain; Javier Fernández 002; Humberto Bustince Sola (CAEPIA, 2011)

Multicriteria Decision Making by Means of Interval-Valued Choquet Integrals. - Humberto Bustince; Javier Fernández 002; José Antonio Sanz 001; Mikel Galar; Radko Mesiar; Anna Kolesárová (Eurofuse, 2011)

On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees. - José Antonio Sanz 001; Humberto Bustince Sola; Alberto Fernández 001; Francisco Herrera (FUZZ-IEEE, 2011)

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. - José Antonio Sanz 001; Miguel Pagola; Humberto Bustince; Antonio Brugos; Alberto Fernández 001; Francisco Herrera (T2FUZZ, 2011)

A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position. - José Antonio Sanz 001; Alberto Fernández 001; Humberto Bustince Sola; Francisco Herrera (Int. J. Approx. Reason., 2011)

A new fuzzy reasoning method based on the use of the Choquet integral. - José Antonio Sanz Delgado; Carlos Lopez-Molina; Juan Cerron; Radko Mesiar; Humberto Bustince (EUSFLAT Conf., 2013)

Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems. - Edurne Barrenechea Tartas; Humberto Bustince Sola; Javier Fernández 002; Daniel Paternain; José Antonio Sanz 001 (Axioms, 2013)

Construction of strong equality index from implication operators. - Humberto Bustince Sola; Javier Fernández 002; José Antonio Sanz 001; Michal Baczynski 001; Radko Mesiar (Fuzzy Sets Syst., 2013)

Multiscale edge detection based on Gaussian smoothing and edge tracking. - Carlos Lopez-Molina; Bernard De Baets; Humberto Bustince Sola; José Antonio Sanz 001; Edurne Barrenechea Tartas (Knowl. Based Syst., 2013)

IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection. - José Antonio Sanz 001; Alberto Fernández 001; Humberto Bustince; Francisco Herrera (IEEE Trans. Fuzzy Syst., 2013)

Construction of Interval Type-2 Fuzzy Sets From Fuzzy Sets: Methods and Applications. - Miguel Pagola; Edurne Barrenechea; Javier Fernández 002; Aranzazu Jurio; Mikel Galar; José Antonio Sanz 001; Daniel Paternain; Carlos Lopez-Molina; Juan Cerrón; Humberto Bustince (Advances in Type-2 Fuzzy Sets and Systems, 2013)

A preliminary study on fingerprint classification using fuzzy rule-based classification systems. - Mikel Galar; José Antonio Sanz 001; Miguel Pagola; Humberto Bustince Sola; Francisco Herrera (FUZZ-IEEE, 2014)

Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Edurne Barrenechea; Francisco Herrera; Humberto Bustince (IPMU (3), 2014)

Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system. - José Antonio Sanz 001; Mikel Galar; Aranzazu Jurio; Antonio Brugos; Miguel Pagola; Humberto Bustince (Appl. Soft Comput., 2014)

Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions. - Daniel Paternain; Humberto Bustince; Javier Fernández 002; José Antonio Sanz 001; Michal Baczynski 001; Gleb Beliakov; Radko Mesiar (J. Multiple Valued Log. Soft Comput., 2014)

Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Humberto Bustince (IFSA-EUSFLAT, 2015)

Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection. - Alberto Fernández 001; Mikel Galar; José Antonio Sanz 001; Humberto Bustince; Francisco Herrera (IFSA-EUSFLAT, 2015)

On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm. - Alberto Fernández 001; Mikel Galar; José Antonio Sanz 001; Humberto Bustince; Oscar Cordón; Francisco Herrera (FUZZ-IEEE, 2015)

A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems. - Giancarlo Lucca; Graçaliz Pereira Dimuro; Viviane L. D. de Mattos; Benjamín R. C. Bedregal; Humberto Bustince; José Antonio Sanz 001 (FUZZ-IEEE, 2015)

The Notion of Pre-aggregation Function. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Radko Mesiar; Anna Kolesárová; Humberto Bustince (MDAI, 2015)

Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Alberto Fernández 001; Edurne Barrenechea Tartas; Francisco Herrera; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2015)

A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data. - José Antonio Sanz 001; Dario Bernardo; Francisco Herrera; Humberto Bustince; Hani Hagras (IEEE Trans. Fuzzy Syst., 2015)

A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems. - Giancarlo Lucca; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; José Antonio Sanz 001; Humberto Bustince (BRACIS, 2016)

Pre-aggregation functions: Definition, properties and construction methods. - Humberto Bustince; José Antonio Sanz 001; Giancarlo Lucca; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Radko Mesiar; Anna Kolesárová; Gustavo Ochoa (FUZZ-IEEE, 2016)

Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Humberto Bustince (FUZZ-IEEE, 2016)

Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets. - Laura De Miguel; Edurne Barrenechea; Miguel Pagola; Aranzazu Jurio; José Antonio Sanz 001; Mikel Elkano; Humberto Bustince (IPMU (2), 2016)

Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC). - Alberto Fernández 001; Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Saleh Alshomrani; Humberto Bustince; Francisco Herrera (Int. J. Approx. Reason., 2016)

Evolution in time of L-fuzzy context sequences. - Cristina Alcalde; Ana Burusco; Humberto Bustince; Aranzazu Jurio; José Antonio Sanz 001 (Inf. Sci., 2016)

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. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Humberto Bustince (Inf. Sci., 2016)

Composition of interval-valued fuzzy relations using aggregation functions. - Mikel Elkano; José Antonio Sanz 001; Mikel Galar; Barbara Pekala; Urszula Bentkowska; Humberto Bustince (Inf. Sci., 2016)

Preaggregation Functions: Construction and an Application. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Radko Mesiar; Anna Kolesárová; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2016)

CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems. - Graçaliz Pereira Dimuro; Giancarlo Lucca; José Antonio Sanz 001; Humberto Bustince; Benjamín R. C. Bedregal (AGOP, 2017)

Construction of Capacities from Overlap Indexes. - José Antonio Sanz 001; Mikel Galar; Radko Mesiar; Anna Kolesárová; Humberto Bustince; Javier Fernández 002; Javier Montero (Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017)

Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Humberto Bustince (EUSFLAT/IWIFSGN (2), 2017)

On the definition of the concept of pre-t-conorms. - Graçaliz Pereira Dimuro; Humberto Bustince; Javier Fernández 002; José Antonio Sanz 001; Giancarlo Lucca; Benjamín R. C. Bedregal (FUZZ-IEEE, 2017)

A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Humberto Bustince (FUZZ-IEEE, 2017)

Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Javier Fernández 002; Humberto Bustince (FUZZ-IEEE, 2017)

IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Giancarlo Lucca; Humberto Bustince (IFSA-SCIS, 2017)

A new survival status prediction system for severe trauma patients based on a multiple classifier system. - José Antonio Sanz 001; Daniel Paternain; Mikel Galar; Javier Fernández 002; Diego Reyero; Tomás Belzunegui (Comput. Methods Programs Biomed., 2017)

A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients. - José Antonio Sanz 001; Javier Fernández 002; Humberto Bustince; Carlos Gradin; Mariano Fortún; Tomás Belzunegui (Int. J. Comput. Intell. Syst., 2017)

CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Maria José Asiain; Mikel Elkano; Humberto Bustince (Knowl. Based Syst., 2017)

Applying aggregation and pre-aggregation functions in the classification of grape berries. - Giancarlo Lucca; José Antonio Sanz 001; Humberto Bustince; Graçaliz Pereira Dimuro; Véronique M. Gomes; Rui Claudio Constantino Madureira; Pedro Melo-Pinto (FUZZ-IEEE, 2018)

Penalty-Based Functions Defined by Pre-aggregation Functions. - Graçaliz Pereira Dimuro; Radko Mesiar; Humberto Bustince; Benjamín R. C. Bedregal; José Antonio Sanz 001; Giancarlo Lucca (IPMU (2), 2018)

Consensus via penalty functions for decision making in ensembles in fuzzy rule-based classification systems. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Paula F. Schiavo; Sidnei F. Pereira Jr.; Graçaliz Pereira Dimuro; Eduardo N. Borges; Humberto Bustince (Appl. Soft Comput., 2018)

CHI-BD: A fuzzy rule-based classification system for Big Data classification problems. - Mikel Elkano; Mikel Galar; José Antonio Sanz 001; Humberto Bustince (Fuzzy Sets Syst., 2018)

CHI-PG: A fast prototype generation algorithm for Big Data classification problems. - Mikel Elkano; Mikel Galar; José Antonio Sanz Delgado; Humberto Bustince (Neurocomputing, 2018)

CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Humberto Bustince; Radko Mesiar (Inf. Sci., 2018)

Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Eduardo Nunes Borges; Hélida Salles Santos; Humberto Bustince (FUZZ-IEEE, 2019)

A New Axiomatic Approach to Interval-Valued Entropy. - Humberto Bustince; Javier Fernández 002; Iosu Rodríguez; Borja de la Osa; Cédric Marco-Detchart; José Antonio Sanz Delgado; Zdenko Takác (IFSA/NAFIPS, 2019)

The Influence of Induced OWA Operators in a Clustering Method. - Aranzazu Jurio; Mikel Sesma-Sara; José Antonio Sanz Delgado; Humberto Bustince (IFSA/NAFIPS, 2019)

An Evolutionary UnderBagging Approach to Tackle the Survival Prediction of Trauma Patients: A Case Study at the Hospital of Navarre. - José Antonio Sanz 001; Mikel Galar; Humberto Bustince; Tomás Belzunegui (IEEE Access, 2019)

Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface. - Li-Wei Ko; Yi-Chen Lu; Humberto Bustince; Yu-Cheng Chang; Yang Chang; Javier Fernández 002; Yu-Kai Wang; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Chin-Teng Lin (IEEE Comput. Intell. Mag., 2019)

General overlap functions. - Laura De Miguel; Daniel Gómez 001; Juan Tinguaro Rodríguez; Javier Montero; Humberto Bustince; Graçaliz Pereira Dimuro; José Antonio Sanz 001 (Fuzzy Sets Syst., 2019)

Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named CF1F2-Integrals. - Giancarlo Lucca; Graçaliz Pereira Dimuro; Javier Fernández 002; Humberto Bustince; Benjamín R. C. Bedregal; José Antonio Sanz 001 (IEEE Trans. Fuzzy Syst., 2019)

A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral. - Giancarlo Lucca; Eduardo N. Borges; Hélida Salles Santos; Graçaliz Pereira Dimuro; Tiago da Cruz Asmus; José Antonio Sanz 001; Humberto Bustince (BRACIS (2), 2020)

An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems. - Frederico B. Tiggemann; Bryan Stefan Galani Pernambuco; Giancarlo Lucca; Eduardo N. Borges; Hélida Salles Santos; Graçaliz Pereira Dimuro; José Antonio Sanz 001; Humberto Bustince (BRACIS (2), 2020)

General Interval-valued Grouping Functions. - Tiago da Cruz Asmus; Graçaliz Pereira Dimuro; Humberto Bustince; Benjamín R. C. Bedregal; Hélida Salles Santos; José Antonio Sanz 001 (FUZZ-IEEE, 2020)

General Grouping Functions. - Hélida S. Santos; Graçaliz Pereira Dimuro; Tiago da Cruz Asmus; Giancarlo Lucca; Eduardo N. Borges; Benjamín R. C. Bedregal; José Antonio Sanz 001; Javier Fernández 002; Humberto Bustince (IPMU (2), 2020)

Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection. - José Antonio Sanz 001; Tiago da Cruz Asmus; Borja de la Osa; Humberto Bustince (IPMU (3), 2020)

Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions. - Graçaliz Pereira Dimuro; Giancarlo Lucca; Benjamín R. C. Bedregal; Radko Mesiar; José Antonio Sanz 001; Chin-Teng Lin; Humberto Bustince (Fuzzy Sets Syst., 2020)

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 002; Benjamín R. C. Bedregal; Radko Mesiar; José Antonio Sanz 001; Giancarlo Lucca; Humberto Bustince (Inf. Fusion, 2020)

General interval-valued overlap functions and interval-valued overlap indices. - Tiago da Cruz Asmus; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; José Antonio Sanz 001; Sidnei F. Pereira Jr.; Humberto Bustince (Inf. Sci., 2020)

A proposal for tuning the α parameter in Cα C-integrals for application in fuzzy rule-based classification systems. - Giancarlo Lucca; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; Humberto Bustince (Nat. Comput., 2020)

CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems. - Mikel Elkano; José Antonio Sanz 001; Edurne Barrenechea; Humberto Bustince; Mikel Galar (IEEE Trans. Fuzzy Syst., 2020)

Highlights. - Giovanni Acampora; Tiago da Cruz Asmus; Benjamín R. C. Bedregal; Humberto Bustince; Graçaliz Pereira Dimuro; Javier Fernández 002; Chin-Teng Lin; Giancarlo Lucca; Corrado Mencar; Radko Mesiar; José Antonio Sanz Delgado; Autilia Vitiello (WILF, 2021)

General admissibly ordered interval-valued overlap functions. - Tiago da Cruz Asmus; Graçaliz Pereira Dimuro; José Antonio Sanz Delgado; Jonata C. Wieczynski; Giancarlo Lucca; Humberto Bustince (WILF, 2021)

Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function. - Edward Hinojosa Cárdenas; Edgar Sarmiento-Calisaya; Heloisa A. Camargo; José Antonio Sanz 001 (WILF, 2021)

A wrapper methodology to learn interval-valued fuzzy rule-based classification systems. - José Antonio Sanz 001; Humberto Bustince (Appl. Soft Comput., 2021)

A fuzzy association rule-based classifier for imbalanced classification problems. - Josean Sanz; Mikel Sesma-Sara; Humberto Bustince (Inf. Sci., 2021)

Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions. - Tiago da Cruz Asmus; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; José Antonio Sanz 001; Radko Mesiar; Humberto Bustince (Fuzzy Sets Syst., 2022)

A constructive framework to define fusion functions with floating domains in arbitrary closed real intervals. - Tiago da Cruz Asmus; Graçaliz Pereira Dimuro; Benjamín R. C. Bedregal; José Antonio Sanz 001; Javier Fernández 002; Iosu Rodríguez-Martínez; Radko Mesiar; Humberto Bustince (Inf. Sci., 2022)

A methodology for controlling the information quality in interval-valued fusion processes: Theory and application. - Tiago da Cruz Asmus; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Javier Fernández 002; Radko Mesiar; Humberto Bustince (Knowl. Based Syst., 2022)

Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions. - Javier Fumanal-Idocin; Yu-Kai Wang; Chin-Teng Lin; Javier Fernández 002; José Antonio Sanz 001; Humberto Bustince (IEEE Trans. Cybern., 2022)

N-Dimensional Admissibly Ordered Interval-Valued Overlap Functions and Its Influence in Interval-Valued Fuzzy-Rule-Based Classification Systems. - Tiago da Cruz Asmus; José Antonio Sanz 001; Graçaliz Pereira Dimuro; Benjamín René Callejas Bedregal; Javier Fernández 002; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2022)

Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface. - Javier Fumanal-Idocin; Zdenko Takác; Javier Fernández 002; José Antonio Sanz 001; Harkaitz Goyena; Chin-Teng Lin; Yu-Kai Wang; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2022)

$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions. - Jonata C. Wieczynski; Giancarlo Lucca; Graçaliz Pereira Dimuro; Eduardo N. Borges; José Antonio Sanz 001; Tiago da Cruz Asmus; Javier Fernández 002; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2023)