Zdenko Takác

According to our database, Zdenko Takác authored at least 46 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The alpha-ordering for a wide class of fuzzy sets of the real line: the particular case of fuzzy numbers.

Fernando Neres, Regivan H. N. Santiago, Antonio-Francisco Roldán-López-de-Hierro, Anderson Paiva Cruz, Zdenko Takác, Javier Fernández, Humberto Bustince

Comput. Appl. Math., February, 2024

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.

Iosu Rodríguez-Martínez, Pablo Ursua-Medrano, Javier Fernández, Zdenko Takác, Humberto Bustince

Expert Syst. Appl., January, 2024

Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance.

Wen He, Rosa M. Rodríguez, Zdenko Takác, Luis Martínez

Int. J. Fuzzy Syst., 2024

Reduction of complexity using generators of pseudo-overlap and pseudo-grouping functions.

Mikel Ferrero-Jaurrieta, Rui Paiva, Anderson Paiva Cruz, Benjamín René Callejas Bedregal, Xiaohong Zhang, Zdenko Takác, Carlos Lopez-Molina, Humberto Bustince

Fuzzy Sets Syst., 2024

Non-symmetric over-time pooling using pseudo-grouping functions for convolutional neural networks.

Mikel Ferrero-Jaurrieta, Rui Paiva, Anderson Paiva Cruz, Benjamín R. C. Bedregal, Laura De Miguel, Zdenko Takác, Carlos Lopez-Molina, Humberto Bustince

Eng. Appl. Artif. Intell., 2024

2023

Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks.

Iosu Rodríguez-Martínez, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Francisco Herrera, Zdenko Takác, Humberto Bustince

Inf. Fusion, November, 2023

Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration.

Mikel Ferrero-Jaurrieta, Lubomíra Horanská, Julio Lafuente, Radko Mesiar, Graçaliz Pereira Dimuro, Zdenko Takác, Marisol Gómez, Javier Fernández, Humberto Bustince

Fuzzy Sets Syst., August, 2023

On comonotone <i>k</i>-maxitive aggregation functions.

Lubomíra Horanská, Zdenko Takác

Fuzzy Sets Syst., June, 2023

Type-$(2,k)$ Overlap Indices.

Antonio-Francisco Roldán-López-de-Hierro, Concepción Roldán, Miguel Ángel Tíscar, Zdenko Takác, Regivan H. N. Santiago, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince

IEEE Trans. Fuzzy Syst., March, 2023

From Restricted Equivalence Functions on $L^{n}$ to Similarity Measures Between Fuzzy Multisets.

Mikel Ferrero-Jaurrieta, Zdenko Takác, Iosu Rodríguez-Martínez, Cédric Marco-Detchart, Angela Bernardini, Javier Fernández, Carlos Lopez-Molina, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2023

VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory.

Mikel Ferrero-Jaurrieta, Zdenko Takác, Javier Fernández, Lubomíra Horanská, Graçaliz Pereira Dimuro, Susana Montes, Irene Díaz, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2023

2022

Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning.

Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger

Mach. Learn. Knowl. Extr., December, 2022

Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets.

Laura De Miguel, Regivan H. N. Santiago, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác, Antonio-Francisco Roldán-López-de-Hierro, 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, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2022

ℱ-homogeneous functions and a generalization of directional monotonicity.

Regivan H. N. Santiago, Mikel Sesma-Sara, Javier Fernández, Zdenko Takác, Radko Mesiar, Humberto Bustince

Int. J. Intell. Syst., 2022

Discrete IV <i>d</i>_<i>G</i>-Choquet integrals with respect to admissible orders.

Zdenko Takác, Mikel Uriz, Mikel Galar, Daniel Paternain, Humberto Bustince

Fuzzy Sets Syst., 2022

A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis.

Javier Fumanal-Idocin, Zdenko Takác, Lubomíra Horanská, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Carmen Vidaurre, Javier Fernández, Humberto Bustince

Fuzzy Sets Syst., 2022

Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification.

Javier Fumanal-Idocin, Zdenko Takác, L'ubomíra Horanská, Humberto Bustince, Oscar Cordón

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Interval-valued equivalence measures respecting uncertainty in image processing.

Barbara Pekala, Urszula Bentkowska, Dawid Kosior, Zdenko Takác, Aitor Castillo-Lopez, Mikel Sesma-Sara, Javier Fernández, Julio Lafuente, Humberto Bustince

Int. J. Intell. Syst., 2021

d-Choquet integrals: Choquet integrals based on dissimilarities.

Humberto Bustince, Radko Mesiar, Javier Fernández, Mikel Galar, Daniel Paternain, Abdulrahman H. Altalhi, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Zdenko Takác

Fuzzy Sets Syst., 2021

Fuzzy sets complement-based Gated Recurrent Unit.

Mikel Ferrero-Jaurrieta, Graçaliz Pereira Dimuro, Zdenko Takác, Regivan H. N. Santiago, Javier Fernández, Humberto Bustince

Proceedings of WILF 2021, 2021

2020

Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.

Humberto Bustince, Cédric Marco-Detchart, Javier Fernández, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác

Fuzzy Sets Syst., 2020

Dissimilarity Based Choquet Integrals.

Humberto Bustince, Radko Mesiar, Javier Fernández, Mikel Galar, Daniel Paternain, Abdulrahman H. Altalhi, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Zdenko Takác

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

A proposal of the notions of ordered and strengthened ordered directional monotonicity for interval-valued functions based on admissible orders.

Mikel Sesma-Sara, Radko Mesiar, Javier Fernández, Zdenko Takác, Humberto Bustince

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Moderate deviation and restricted equivalence functions for measuring similarity between data.

Abdulrahman H. Altalhi, Juan I. Forcen, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince, Zdenko Takác

Inf. Sci., 2019

Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures.

Hélida Salles Santos, Inés Couso, Benjamín R. C. Bedregal, Zdenko Takác, Maria Minárová, Alfredo Asiain, Edurne Barrenechea, Humberto Bustince

Int. J. Intell. Syst., 2019

Width-Based Interval-Valued Distances and Fuzzy Entropies.

Zdenko Takác, Humberto Bustince, Jesús María Pintor, Cédric Marco-Detchart, Inés Couso

IEEE Access, 2019

Restricted Similarity Functions, Distances and Entropies with Intervals Using Total Orders.

Zdenko Takác, Maria Minárová, Humberto Bustince, Javier Fernández

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

A New Axiomatic Approach to Interval-Valued Entropy.

Humberto Bustince, Javier Fernández, Iosu Rodríguez, Borja de la Osa, Cédric Marco-Detchart, José Antonio Sanz Delgado, Zdenko Takác

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals.

Zdenko Takác, Javier Fernández, Javier Fumanal, Cédric Marco-Detchart, Inés Couso, Graçaliz Pereira Dimuro, Hélida Salles Santos, Humberto Bustince

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Interval-Valued E_N-functions and Similarity Measures.

Zdenko Takác, Humberto Bustince, Javier Fernández, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Aitor Castillo-Lopez

Proceedings of the New Trends in Aggregation Theory, 2019

2018

Negations With Respect to Admissible Orders in the Interval-Valued Fuzzy Set Theory.

Maria José Asiain, Humberto Bustince, Radko Mesiar, Anna Kolesárová, Zdenko Takác

IEEE Trans. Fuzzy Syst., 2018

Interval-valued fuzzy strong S-subsethood measures, interval-entropy and P-interval-entropy.

Zdenko Takác, Maria Minárová, Javier Montero, Edurne Barrenechea, Javier Fernández, Humberto Bustince

Inf. Sci., 2018

Modifying the gravitational search algorithm: A functional study.

Maria Minárová, Daniel Paternain, Aranzazu Jurio, Javier Ruiz-Aranguren, Zdenko Takác, Humberto Bustince

Inf. Sci., 2018

Characterization of k-Choquet Integrals.

Lubomíra Horanská, Zdenko Takác

Proceedings of the Modeling Decisions for Artificial Intelligence, 2018

2017

Interval-valued implications and interval-valued strong equality index with admissible orders.

Hugo Zapata, Humberto Bustince, Susana Montes, Benjamín R. C. Bedregal, Graçaliz Pereira Dimuro, Zdenko Takác, Michal Baczynski, Javier Fernández

Int. J. Approx. Reason., 2017

Optimized Fuzzy Transform for Image Compression.

Daniel Paternain, Aranzazu Jurio, Javier Ruiz-Aranguren, Maria Minárová, Zdenko Takác, Humberto Bustince

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016

OWA operator for discrete gradual intervals: implications to fuzzy intervals and multi-expert decision making.

Zdenko Takác

Kybernetika, 2016

Subsethood measures for interval-valued fuzzy sets based on the aggregation of interval fuzzy implications.

Zdenko Takác

Fuzzy Sets Syst., 2016

About the Use of Admissible Order for Defining Implication Operators.

Maria José Asiain, Humberto Bustince, Benjamín R. C. Bedregal, Zdenko Takác, Michal Baczynski, Daniel Paternain, Graçaliz Pereira Dimuro

Proceedings of the Modeling Decisions for Artificial Intelligence, 2016

2015

A linear order and OWA operator for discrete gradual real numbers.

Zdenko Takác

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014

Aggregation of fuzzy truth values.

Zdenko Takác

Inf. Sci., 2014

2013

On Some Properties of alpha-planes of Type-2 Fuzzy Sets.

Zdenko Takác

Kybernetika, 2013

Inclusion and subsethood measure for interval-valued fuzzy sets and for continuous type-2 fuzzy sets.

Zdenko Takác

Fuzzy Sets Syst., 2013

Type-2 aggregation operators.

Zdenko Takác

Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

2011

Intersection and union of type-2 fuzzy sets and connection to (1, 2)-double cuts.

Zdenko Takác

Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011