Ústav informatizácie, automatizácie a matematiky

doc. RNDr. Zdenko Takáč, PhD.

Pracovné zaradenie:
Pedagogický pracovník
Oddelenie:
Oddelenie matematiky (OM)
Miestnosť:
NB 615
eMail:
Telefón:
+421 918 674 296, +421 259 325 296
Dostupnosť:

Vybrané publikácie

Článok v časopise

  1. 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, zv. 133, 2024.
  2. 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, zv. 490, 2024.
  3. W. He – R. Rodríguez – Z. Takáč – L. Martínez: Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance. International Journal of Fuzzy Systems, zv. 26, str. 17–33, 2024.
  4. 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, zv. 43, str. 1–30, 2024.
  5. 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, zv. 235, 2024.
  6. 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, zv. 466, 2023.
  7. 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, č. 7, zv. 31, str. 2238–2250, 2023.
  8. 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, č. 8, zv. 31, str. 2709–2721, 2023.
  9. Ľ. Horanská – Z. Takáč: On comonotone k-maxitive aggregation functions. Fuzzy Sets and Systems, zv. 462, str. 1–11, 2023.
  10. 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, zv. 125, 2023.
  11. 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, č. 3, zv. 31, str. 860–874, 2023.
  12. 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, č. 9, zv. 30, str. 4005–4016, 2022.
  13. 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, str. 2706–2720, 2022.
  14. 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, zv. 451, str. 320–341, 2022.
  15. 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, zv. 37, str. 5949–5970, 2022.
  16. 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, zv. 4, str. 924–953, 2022.
  17. Z. Takáč – M. Uriz – M. Galar – D. Paternain – H. Bustince: Discrete IV dG-Choquet integrals with respect to admissible orders. Fuzzy Sets and Systems, zv. 451, str. 169–195, 2022.
  18. 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, zv. 414, str. 1–27, 2021.
  19. 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, č. art. no. 19456, zv. 11, str. 1–10, 2021.
  20. 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, zv. 36, str. 2767–2796, 2021.
  21. 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, č. 5, zv. 136, str. 1–8, 2021.
  22. 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, č. 12, zv. 26, str. 1–9, 2021.
  23. 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, zv. 390, str. 23–47, 2020.
  24. 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, zv. 501, str. 19–29, 2019.
  25. 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, zv. 36, str. 1281–1302, 2019.
  26. Z. Takáč – H. Bustince – J. M. Pintor – C. Marco-Detchart – I. Couso: Width-Based Interval-Valued Distances and Fuzzy Entropies. IEEE Access, zv. 11, str. 14044–14057, 2019.
  27. 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, č. 2, zv. 26, str. 556–568, 2018.
  28. M. Minárová – D. Paternain – A. Jurio – J. Ruiz-Aranguren – Z. Takáč – H. Bustince: Modifying the gravitational search algorithm: A functional study. Information Sciences, zv. 430-431, str. 87–103, 2018.
  29. 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, zv. 451-452, str. 97–115, 2018.
  30. 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, zv. 88, str. 91–109, 2017.
  31. Z. Takáč: Subsethood measures for interval-valued fuzzy sets based on the aggregation of interval fuzzy implications. Fuzzy Sets and Systems, zv. 283, str. 120–139, 2016.
  32. Z. Takáč: OWA operator for discrete gradual intervals: implications to fuzzy intervals and multi-expert decision making. Kybernetika, č. 3, zv. 52, str. 379–402, 2016.
  33. V. Kleňová – Z. Takáč: Condicio supervacua and related conditions in Roman law. Tijdschrift voor Rechtsgeschiedenis, č. 1-2, zv. 83, str. 77–106, 2015.
  34. Z. Takáč: Aggregation of fuzzy truth values. Information Sciences, zv. 271, str. 1–13, 2014.
  35. Z. Takáč: On some properties of alpha -planes of type-2 fuzzy sets. Kybernetika, č. 1, zv. 49, str. 149–163, 2013.
  36. Z. Takáč: Inclusion and subsethood measure for interval-valued fuzzy sets and for continuous type-2 fuzzy sets. Fuzzy Sets and Systems, zv. 224, str. 106–120, 2013.

Ústav informatizácie, automatizácie a matematiky vznikol 1.1.2006 spojením Katedry informatizácie a riadenia procesov a Katedry matematiky.

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