Project number:

VEGA 1/0267/21

Title of the project:

Aggregation of uncertain data represented by intervals and vectors

Grant scheme:

VEGA

Project type:

VEGA Research Projects

Project duration (start):

01.04.2021

Project duration (end):

31.12.2023

Principal investigator:

Zdenko Takáč

Deputy investigator:

Anna Kolesárová

Investigators:

Lenka Galčíková, Ľubomíra Horanská, Naďa Krivoňáková, Peter Viceník, Tomáš Visnyai

2023

1. V. Baláž – A. Maťašovský – T. Visnyai: I_{c}^{g}-convergence and regular matrix method of summability. Editor(s): Miroslav Hrubý, Edita Kolářová, In Mathematics, Information Technologies And Applied Sciences, University of Defence, Brno, Šumavská 4, Czech Republic, pp. 8–8, 2023.
2. R. Fáber – K. Ľubušký – M. Mojto – R. Paulen: Enhancing Industrial Data Analysis through Machine Learning-based Classification of Petrochemical Datasets. In 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 160–160, 2023.   Zenodo
3. 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.
4. M. Ferrero-Jaurieta – Z. Takáč – Ľ. Horanská – R. Mesiar – M. Minárová – J. Fernandez – H. Bustince: Multivalued data fusion by means of a selection of maximal admissible permutations. Editor(s): Sebastia Massanet, Susana Montes, Daniel Ruiz-Aguilera and Manuel González-Hidalgo, In Book of Abstracts EUSFLAT 2023 and AGOP 2023, SCOPIA Research Group. Universitat de les Illes Balears, pp. 98–98, 2023.
5. Ľ. Horanská – Z. Takáč: On comonotone k-maxitive aggregation functions. Fuzzy Sets and Systems, vol. 462, pp. 1–11, 2023.
6. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns (in Anglo-Saxon). In 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 159–159, 2023.   Zenodo
7. 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.
8. J. Vargan – J. Puk – K. Ľubušký – M. Fikar: Steady-State Analysis of Industrial MPC Controllers. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 24th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, 2023.   Zenodo

2022

1. V. Baláž – A. Maťašovský – T. Visnyai: I_{c}^{g}-convergence and M_{p,g} summability of sequences of real numbers. Editor(s): Miroslav Hrubý, Edita Kolářová, In Mathematics, Information Technologies And Applied Sciences, University of Defence, Brno, Šumavská 4, Czech Republic, pp. 8–8, 2022.
2. 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.
3. 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.
4. 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.
5. J. Fumanal – Z. Takáč – Ľ. Horanská – H. Bustince – O. Cordón: Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification. In Communications in Computer and Information Science, 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems 2022, pp. 355–366, 2022.
6. Ľ. Horanská – Z. Takáč: On comonotone k-maxitive aggregation functions. In Book of Abstracts of The Sixteenth International Conference on Fuzzy Set Theory and Applications, University of Ostrava, pp. 34–35, 2022.
7. R. Mesiar – A. Kolesárová: Rectangles-based discrete universal fuzzy integrals. International Journal of Approximate Reasoning, vol. 148, pp. 162–173, 2022.
8. R. Mesiar – A. Kolesárová – T. Senapati: Aggregation on lattices isomorphic to the lattice of closed intervals of the real unit interval. Fuzzy Sets and Systems, vol. 441, pp. 262–278, 2022.
9. R. Mesiar – A. Kolesárová – A. Sheikhi: Convex concordance measures. Fuzzy Sets and Systems, vol. 448, pp. 366–377, 2022.
10. 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.
11. Z. Takáč – Ľ. Horanská: Ordering intervals by degree of totalness. In Uncertainty Modelling 2022, Book of abstracts, pp. 25–25, 2022.
12. 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.
13. P. Viceník: The construction of discrete additive generators of t-conorms based on the sum of ranges of discrete additive generators of t-conorms. Fuzzy Sets and Systems, vol. 448, pp. 157–172, 2022.

2021

1. G. Beliakov – S. James – A. Kolesárová – R. Mesiar: Cardinality-limiting extended pre-aggregation functions. Information Fusion, vol. 76, pp. 66–74, 2021.
2. Ľ. Horanská – Z. Takáč – H. Bustince: Generalization of interval-valued Sugeno integral. In IFSA-EUSFLAT 2021, pp. 75–75, 2021.
3. L. Jin – A. Kolesárová – R. Mesiar: Semicopula based integrals. Fuzzy Sets and Systems, vol. 412, pp. 106–119, 2021.
4. A. Kolesárová – L. Jin – R. Mesiar: Scaled aggregation functions. Information Sciences, vol. 575, pp. 206–216, 2021.
5. A. Kolesárová – R. Mesiar: Aggregation based on outliers. In Joint Proceedings of the 19th World Congress of IFSA, the 12th Conference of EUSFLAT, and the 11th International Summer School on AGOP. Atlantis Studies in Uncertainty Modelling, Atlantis Press, Dordrecht, vol. 3, pp. 584–588, 2021.
6. A. Maťašovský – T. Visnyai: On the summability of divergent sequences. Editor(s): Miroslav Hrubý, Edita Kolářová, In Mathematics, Information Technologies And Applied Sciences, University of Defence, Brno, Šumavská 4, Czech Republic, pp. 22–22, 2021.
7. A. Maťašovský – T. Visnyai: On the summability of non-convergent sequences of elements of Banach space. Mathematics, Information Technologies and Applied Sciences 2021, post-conference proceedings of extended versions of selected papers, pp. 81–87, 2021.
8. 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.
9. S. Saminger-Platz – A. Kolesárová – A. Šeliga – R. Mesiar – E. Klement: New results on perturbation-based copulas. Dependence Modeling, no. 1, vol. 9, pp. 347–373, 2021.
10. Z. Takáč – M. Ferrero-Jaurieta – Ľ. Horanská – N. Krivoňáková – G. P. Dimuro – H. Bustince: Enhancing LSTM for sequential image classification by modifying data aggregation. In 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), pp. 1–6, 2021.
11. Z. Takáč – M. Uriz – M. Galar – D. Paternain – H. Bustince: Combining classifiers with the interval-valued Choquet integral. In IFSA-EUSFLAT 2021, pp. 79–79, 2021.