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Institute of Information Engineering, Automation, and Mathematics
doc. RNDr. Zdenko Takáč, PhD.
Home
Curriculum Vitae
Publications
Citations
Projects
Teaching schedule
Teaching activities
Semester projects
Position:
Lecturer
Department:
Department of Mathematics (DM)
Room:
NB 615
eMail:
Phone:
+421 918 674 296, +421 259 325 296
Availability:
Unavailable:
From
05.02.2025
To
06.02.2025
Selected publications
Article in journal
M. Ferrero-Jaurieta – R. Paiva – A. Cruz – B. Bedregal – L. De Miguel –
Z. Takáč
– C. Lopez-Molina – H. Bustince:
Non-symmetric over-time pooling using pseudo-grouping functions for convolutional neural networks
.
Engineering Applications of Artificial Intelligence
, vol.
133
, 2024.
M. Ferrero-Jaurieta – R. Paiva – A. Cruz – B. Bedregal – X. Zhang –
Z. Takáč
– C. Lopez-Molina – H. Bustince:
Reduction of complexity using generators of pseudo-overlap and pseudo-grouping functions
.
Fuzzy Sets and Systems
, vol.
490
, 2024.
W. He – R. Rodríguez –
Z. Takáč
– L. Martínez:
Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance
.
International Journal of Fuzzy Systems
, vol.
26
, pp. 17–33, 2024.
F. Neres – R. H. N. Santiago – A. F. Roldán López de Hierro – A. Cruz –
Z. Takáč
– J. Fernandez – H. Bustince:
The alpha-ordering for a wide class of fuzzy sets of the real line: the particular case of fuzzy numbers
.
Computational and Applied Mathematics
, vol.
43
, pp. 1–30, 2024.
I. Rodríguez-Martínez – P. Ursua-Medrano – J. Fernandez –
Z. Takáč
– H. 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 Systems With Applications
, vol.
235
, 2024.
M. Ferrero-Jaurieta –
Ľ. Horanská
– J. Lafuente – R. Mesiar – G. P. Dimuro –
Z. Takáč
– M. Goméz – J. Fernandez – H. Bustince:
Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration
.
Fuzzy Sets and Systems
, vol.
466
, 2023.
M. Ferrero-Jaurieta –
Z. Takáč
– J. Fernandez –
Ľ. Horanská
– G. P. Dimuro – S. Montes – H. Bustince – I. Diaz:
VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory
.
IEEE Transactions on Fuzzy Systems
, no. 7, vol.
31
, pp. 2238–2250, 2023.
M. Ferrero-Jaurieta –
Z. Takáč
– I. Rodríguez-Martínez – C. Marco-Detchart – A. Bernardini – J. Fernandez – C. Lopez-Molina – H. Bustince:
From Restricted Equivalence Functions on Ln to Similarity Measures Between Fuzzy Multisets
.
IEEE Transactions on Fuzzy Systems
, no. 8, vol.
31
, pp. 2709–2721, 2023.
Ľ. Horanská
–
Z. Takáč
:
On comonotone k-maxitive aggregation functions
.
Fuzzy Sets and Systems
, vol.
462
, pp. 1–11, 2023.
I. Rodríguez-Martínez – T. Asmus – G. P. Dimuro – F. Herrera –
Z. Takáč
– H. Bustince:
Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks
.
Information Fusion
, vol.
99
, 2023.
A. F. Roldán López de Hierro – C. Roldán – M. Á. Tíscar –
Z. Takáč
– R. H. N. Santiago – G. P. Dimuro – J. Fernandez – H. Bustince:
Type-(2,k) Overlap Indices
.
IEEE Transactions on Fuzzy Systems
, no. 3, vol.
31
, pp. 860–874, 2023.
L. De Miguel – R. H. N. Santiago – C. Wagner – J. Garibaldi –
Z. Takáč
– A. F. Roldán López de Hierro – H. Bustince:
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets
.
IEEE Transactions on Fuzzy Systems
, no. 9, vol.
30
, pp. 4005–4016, 2022.
J. Fumanal –
Z. Takáč
– J. Fernandez – J. A. Sanz – H. Goyena – C. Lin – Y. Wang – H. Bustince:
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain–Computer Interface
.
IEEE Transactions on Fuzzy Systems
, pp. 2706–2720, 2022.
J. Fumanal –
Z. Takáč
–
Ľ. Horanská
– T. Asmus – G. P. Dimuro – C. Vidaurre – J. Fernandez – H. Bustince:
A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis
.
Fuzzy Sets and Systems
, vol.
451
, pp. 320–341, 2022.
R. H. N. Santiago – M. Sesma-Sara – J. Fernandez –
Z. Takáč
– R. Mesiar – H. Bustince:
F-homogeneous functions and a generalization of directional monotonicity
.
International Journal of Intelligent Systems
, vol.
37
, pp. 5949–5970, 2022.
A. Saranti – M. Hudec – E. Mináriková –
Z. Takáč
– U. Großschedl – C. Koch – B. Pfeifer – A. Angerschmid – A. Holzinger:
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning
.
Machine Learning and Knowledge Extraction
, vol.
4
, pp. 924–953, 2022.
Z. Takáč
– M. Uriz – M. Galar – D. Paternain – H. Bustince:
Discrete IV dG-Choquet integrals with respect to admissible orders
.
Fuzzy Sets and Systems
, vol.
451
, pp. 169–195, 2022.
H. Bustince – R. Mesiar – J. Fernandez – M. Galar – D. Paternain – A. H. Altalhi – G. P. Dimuro – B. Bedregal –
Z. Takáč
:
d-Choquet integrals: Choquet integrals based on dissimilarities
.
Fuzzy Sets and Systems
, vol.
414
, pp. 1–27, 2021.
N. Krivoňáková
– A. Šoltýsová – M. Tamáš –
Z. Takáč
– J. Krahulec – A. Ficek – M. Gál –
M. Gall
– M. Fehér – A. Krivjanská – I. Horáková – N. Belišová – A. Butor Škulcová – P. Bímová – T. Mackuľak:
Mathematical modeling based on RT‑qPCR analysis of SARS‑CoV‑2 in wastewater as a tool for epidemiology
.
Scientific Reports
, no. art. no. 19456, vol.
11
, pp. 1–10, 2021.
B. Pekala – U. Bentkowska – D. Kosior –
Z. Takáč
– A. Castillo – M. Sesma-Sara – J. Fernandez – J. Lafuente – H. Bustince:
Interval‐valued equivalence measures respecting uncertainty in image processing
.
International Journal of Intelligent Systems
, vol.
36
, pp. 2767–2796, 2021.
I. Vajová – K. Vizárová – R. Tiňo –
N. Krivoňáková
–
Z. Takáč
– S. Katuščák:
Determination of pH distribution through pH-related properties in deacidified model paper
.
The European Physical Journal Plus
, no. 5, vol.
136
, pp. 1–8, 2021.
K. Vizárová – I. Vajová –
N. Krivoňáková
– R. Tiňo –
Z. Takáč
– Š. Vodný – S. Katuščák:
Regression Analysis of Orthogonal, Cylindrical and Multivariable Color Parameters for Colorimetric Surface pH Measurement of Materials
.
Molecules
, no. 12, vol.
26
, pp. 1–9, 2021.
H. Bustince – C. Marco-Detchart – J. Fernandez – C. Wagner – J. Garibaldi –
Z. Takáč
:
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders
.
Fuzzy Sets and Systems
, vol.
390
, pp. 23–47, 2020.
A. H. Altalhi – J. I. Forcén – M. Pagola – E. Barrenechea – H. Bustince –
Z. Takáč
:
Moderate deviation and restricted equivalence functions for measuring similarity between data
.
Information Sciences
, vol.
501
, pp. 19–29, 2019.
H. Santos – I. Couso – B. Bedregal –
Z. Takáč
– M. Minárová – A. Asiain – E. Barrenechea – H. Bustince:
Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures
.
International Journal of Intelligent Systems
, vol.
36
, pp. 1281–1302, 2019.
Z. Takáč
– H. Bustince – J. M. Pintor – C. Marco-Detchart – I. Couso:
Width-Based Interval-Valued Distances and Fuzzy Entropies
.
IEEE Access
, vol.
11
, pp. 14044–14057, 2019.
M. J. Asiain – H. Bustince – R. Mesiar – A. Kolesárová –
Z. Takáč
:
Negations With Respect to Admissible Orders in the Interval-Valued Fuzzy Set Theory
.
IEEE Transactions on Fuzzy Systems
, no. 2, vol.
26
, pp. 556–568, 2018.
M. Minárová – D. Paternain – A. Jurio – J. Ruiz-Aranguren –
Z. Takáč
– H. Bustince:
Modifying the gravitational search algorithm: A functional study
.
Information Sciences
, vol.
430-431
, pp. 87–103, 2018.
Z. Takáč
– M. Minárová – J. Montero – E. Barrenechea – J. Fernandez – H. Bustince:
Interval-valued fuzzy strong S-subsethood measures, interval-entropy and P-interval-entropy
.
Information Sciences
, vol.
451-452
, pp. 97–115, 2018.
H. Zapata – H. Bustince – S. Montes – B. Bedregal – G. P. Dimuro –
Z. Takáč
– M. Baczyński – J. Fernandez:
Interval-valued implications and interval-valued strong equality index with admissible orders
.
International Journal of Approximate Reasoning
, vol.
88
, pp. 91–109, 2017.
Z. Takáč
:
Subsethood measures for interval-valued fuzzy sets based on the aggregation of interval fuzzy implications
.
Fuzzy Sets and Systems
, vol.
283
, pp. 120–139, 2016.
Z. Takáč
:
OWA operator for discrete gradual intervals: implications to fuzzy intervals and multi-expert decision making
.
Kybernetika
, no. 3, vol.
52
, pp. 379–402, 2016.
V. Kleňová –
Z. Takáč
:
Condicio supervacua and related conditions in Roman law
.
Tijdschrift voor Rechtsgeschiedenis
, no. 1-2, vol.
83
, pp. 77–106, 2015.
Z. Takáč
:
Aggregation of fuzzy truth values
.
Information Sciences
, vol.
271
, pp. 1–13, 2014.
Z. Takáč
:
On some properties of alpha-planes of type-2 fuzzy sets
.
Kybernetika
, no. 1, vol.
49
, pp. 149–163, 2013.
Z. Takáč
:
Inclusion and subsethood measure for interval-valued fuzzy sets and for continuous type-2 fuzzy sets
.
Fuzzy Sets and Systems
, vol.
224
, pp. 106–120, 2013.
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