Zdenko Takác

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 43

Top Topics

Penalty Functions

Choquet Integral

Aggregation Functions

Top Venues

Fuzzy Sets Syst.

IEEE Trans. Fuzzy Syst.

Int. J. Intell. Syst.

Publications

Mikel Ferrero-Jaurrieta, Rui Paiva, Anderson Paiva Cruz, Benjamín R. C. Bedregal, Laura De Miguel, Zdenko Takác, Carlos Lopez-Molina, Humberto Bustince
Non-symmetric over-time pooling using pseudo-grouping functions for convolutional neural networks. Eng. Appl. Artif. Intell. 133 (2024)
Iosu Rodríguez-Martínez, Pablo Ursua-Medrano, Javier Fernández, Zdenko Takác, Humberto Bustince
A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis. Expert Syst. Appl. 235 (2024)
Fernando Neres, Regivan H. N. Santiago, Antonio-Francisco Roldán-López-de-Hierro, Anderson Paiva Cruz, Zdenko Takác, Javier Fernández, Humberto Bustince
The alpha-ordering for a wide class of fuzzy sets of the real line: the particular case of fuzzy numbers. Comput. Appl. Math. 43 (1) (2024)
Mikel Ferrero-Jaurrieta, Rui Paiva, Anderson Paiva Cruz, Benjamín René Callejas Bedregal, Xiaohong Zhang, Zdenko Takác, Carlos Lopez-Molina, Humberto Bustince
Reduction of complexity using generators of pseudo-overlap and pseudo-grouping functions. Fuzzy Sets Syst. 490 (2024)
Wen He, Rosa M. Rodríguez, Zdenko Takác, Luis Martínez
Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance. Int. J. Fuzzy Syst. 26 (1) (2024)
Mikel Ferrero-Jaurrieta, Lubomíra Horanská, Julio Lafuente, Radko Mesiar, Graçaliz Pereira Dimuro, Zdenko Takác, Marisol Gómez, Javier Fernández, Humberto Bustince
Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration. Fuzzy Sets Syst. 466 (2023)
Antonio-Francisco Roldán-López-de-Hierro, Concepción Roldán, Miguel Ángel Tíscar, Zdenko Takác, Regivan H. N. Santiago, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince
Type-$(2,k)$ Overlap Indices. IEEE Trans. Fuzzy Syst. 31 (3) (2023)
Javier Fumanal-Idocin, Zdenko Takác, Lubomira Horanská, Tiago da Cruz Asmus, Carmen Vidaurre, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince
A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis. CoRR (2023)
Mikel Ferrero-Jaurrieta, Zdenko Takác, Javier Fernández, Lubomíra Horanská, Graçaliz Pereira Dimuro, Susana Montes, Irene Díaz, Humberto Bustince
VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Iosu Rodríguez-Martínez, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Francisco Herrera, Zdenko Takác, Humberto Bustince
Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks. Inf. Fusion 99 (2023)
Mikel Ferrero-Jaurrieta, Zdenko Takác, Iosu Rodríguez-Martínez, Cédric Marco-Detchart, Angela Bernardini, Javier Fernández, Carlos Lopez-Molina, Humberto Bustince
From Restricted Equivalence Functions on $L^{n}$ to Similarity Measures Between Fuzzy Multisets. IEEE Trans. Fuzzy Syst. 31 (8) (2023)
Lubomíra Horanská, Zdenko Takác
-maxitive aggregation functions. Fuzzy Sets Syst. 462 (2023)
Zdenko Takác, Mikel Uriz, Mikel Galar, Daniel Paternain, Humberto Bustince
-Choquet integrals with respect to admissible orders. Fuzzy Sets Syst. 441 (2022)
Laura De Miguel, Regivan H. N. Santiago, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Regivan H. N. Santiago, Mikel Sesma-Sara, Javier Fernández, Zdenko Takác, Radko Mesiar, Humberto Bustince
ℱ-homogeneous functions and a generalization of directional monotonicity. Int. J. Intell. Syst. 37 (9) (2022)
Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Carmen Vidaurre, Javier Fernández, Humberto Bustince
A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis. Fuzzy Sets Syst. 451 (2022)
Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón
Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification. IPMU (2) (2022)
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. 30 (7) (2022)
Barbara Pekala, Urszula Bentkowska, Dawid Kosior, Zdenko Takác, Aitor Castillo-Lopez, Mikel Sesma-Sara, Javier Fernández, Julio Lafuente, Humberto Bustince
Interval-valued equivalence measures respecting uncertainty in image processing. Int. J. Intell. Syst. 36 (6) (2021)
Mikel Ferrero-Jaurrieta, Graçaliz Pereira Dimuro, Zdenko Takác, Regivan H. N. Santiago, Javier Fernández, Humberto Bustince
Fuzzy sets complement-based Gated Recurrent Unit. WILF (2021)
Humberto Bustince, Radko Mesiar, Javier Fernández, Mikel Galar, Daniel Paternain, Abdulrahman H. Altalhi, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Zdenko Takác
d-Choquet integrals: Choquet integrals based on dissimilarities. Fuzzy Sets Syst. 414 (2021)
Mikel Sesma-Sara, Radko Mesiar, Javier Fernández, Zdenko Takác, Humberto Bustince
A proposal of the notions of ordered and strengthened ordered directional monotonicity for interval-valued functions based on admissible orders. FUZZ-IEEE (2020)
Humberto Bustince, Radko Mesiar, Javier Fernández, Mikel Galar, Daniel Paternain, Abdulrahman H. Altalhi, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Zdenko Takác
Dissimilarity Based Choquet Integrals. 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)
Humberto Bustince, Cédric Marco-Detchart, Javier Fernández, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders. Fuzzy Sets Syst. 390 (2020)
Zdenko Takác, Humberto Bustince, Jesús María Pintor, Cédric Marco-Detchart, Inés Couso
Width-Based Interval-Valued Distances and Fuzzy Entropies. IEEE Access 7 (2019)
Abdulrahman H. Altalhi, Juan I. Forcen, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince, Zdenko Takác
Moderate deviation and restricted equivalence functions for measuring similarity between data. Inf. Sci. 501 (2019)
Humberto Bustince, Javier Fernández, Iosu Rodríguez, Borja de la Osa, Cédric Marco-Detchart, José Antonio Sanz Delgado, Zdenko Takác
A New Axiomatic Approach to Interval-Valued Entropy. IFSA/NAFIPS (2019)
Hélida Salles Santos, Inés Couso, Benjamín R. C. Bedregal, Zdenko Takác, Maria Minárová, Alfredo Asiain, Edurne Barrenechea, Humberto Bustince
Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures. Int. J. Intell. Syst. 34 (6) (2019)
Zdenko Takác, Javier Fernández, Javier Fumanal, Cédric Marco-Detchart, Inés Couso, Graçaliz Pereira Dimuro, Hélida Salles Santos, Humberto Bustince
Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals. FUZZ-IEEE (2019)
Zdenko Takác, Humberto Bustince, Javier Fernández, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Aitor Castillo-Lopez
-functions and Similarity Measures. AGOP (2019)
Zdenko Takác, Maria Minárová, Humberto Bustince, Javier Fernández
Restricted Similarity Functions, Distances and Entropies with Intervals Using Total Orders. IUKM (2019)
Lubomíra Horanská, Zdenko Takác
Characterization of k-Choquet Integrals. MDAI (2018)
Zdenko Takác, Maria Minárová, Javier Montero, Edurne Barrenechea, Javier Fernández, Humberto Bustince
Interval-valued fuzzy strong S-subsethood measures, interval-entropy and P-interval-entropy. Inf. Sci. 432 (2018)
Maria Minárová, Daniel Paternain, Aranzazu Jurio, Javier Ruiz-Aranguren, Zdenko Takác, Humberto Bustince
Modifying the gravitational search algorithm: A functional study. Inf. Sci. 430 (2018)
Maria José Asiain, Humberto Bustince, Radko Mesiar, Anna Kolesárová, Zdenko Takác
Negations With Respect to Admissible Orders in the Interval-Valued Fuzzy Set Theory. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Daniel Paternain, Aranzazu Jurio, Javier Ruiz-Aranguren, Maria Minárová, Zdenko Takác, Humberto Bustince
Optimized Fuzzy Transform for Image Compression. EUSFLAT/IWIFSGN (3) (2017)
Hugo Zapata, Humberto Bustince, Susana Montes, Benjamín R. C. Bedregal, Graçaliz Pereira Dimuro, Zdenko Takác, Michal Baczynski, Javier Fernández
Interval-valued implications and interval-valued strong equality index with admissible orders. Int. J. Approx. Reason. 88 (2017)
Zdenko Takác
Subsethood measures for interval-valued fuzzy sets based on the aggregation of interval fuzzy implications. Fuzzy Sets Syst. 283 (2016)
Maria José Asiain, Humberto Bustince, Benjamín R. C. Bedregal, Zdenko Takác, Michal Baczynski, Daniel Paternain, Graçaliz Pereira Dimuro
About the Use of Admissible Order for Defining Implication Operators. MDAI (2016)
Maria José Asiain, Humberto Bustince, Benjamín R. C. Bedregal, Zdenko Takác, Michal Baczynski, Daniel Paternain, Graçaliz Pereira Dimuro
About the Use of Admissible Order for Defining Implication Operators. IPMU (1) (2016)
Zdenko Takác
OWA operator for discrete gradual intervals: implications to fuzzy intervals and multi-expert decision making. Kybernetika 52 (3) (2016)
Zdenko Takác
Aggregation of fuzzy truth values. Inf. Sci. 271 (2014)
Zdenko Takác
Inclusion and subsethood measure for interval-valued fuzzy sets and for continuous type-2 fuzzy sets. Fuzzy Sets Syst. 224 (2013)
Zdenko Takác
On Some Properties of alpha-planes of Type-2 Fuzzy Sets. Kybernetika 49 (1) (2013)
Zdenko Takác
Type-2 aggregation operators. EUSFLAT Conf. (2013)
Zdenko Takác
Intersection and union of type-2 fuzzy sets and connection to (1, 2)-double cuts. EUSFLAT Conf. (2011)