13133 / 13168 - Publications - 2021

13133 / 13168 - Machine Learning

Publications 2021

Papers in WoS Journals

TRETYACHENKO, V., et al. CoLiDe: Combinatorial Library Design tool for probing protein sequence space. Bioinformatics. 2021, 37(4), 482-489. ISSN 1367-4803. DOI 10.1093/bioinformatics/btaa804.

VORÁČEK, V. and M. NAVARA. Generalised Kochen-Specker Theorem in Three Dimensions. FOUNDATIONS OF PHYSICS. 2021, 51 ISSN 0015-9018. DOI 10.1007/s10701-021-00476-3.

BEJINES LÓPEZ, C., S. ARDANZA-TREVIJANO, and J. ELORZA. On Self-Aggregations of Min-Subgroups. Axioms. 2021, 10(3), ISSN 2075-1680. DOI 10.3390/axioms10030201. Available from: https://www.mdpi.com/2075-1680/10/3/201

NAVARA, M. and V. VORÁČEK. Quantum structures without group-valued measures. International Journal of Theoretical Physics. 2021, 60(2), 687-695. ISSN 0020-7748. DOI 10.1007/s10773-019-04058-y.

MRÁZ, F., D. PRŮŠA, and M. WEHAR. Two-dimensional pattern matching against local and regular-like picture languages. Theoretical Computer Science. 2021, 870 137-152. ISSN 0304-3975. DOI 10.1016/j.tcs.2020.12.026.

NAVARA, M. and P. PTÁK. On Frink Ideals in Orthomodular Posets. ORDER-A JOURNAL ON THE THEORY OF ORDERED SETS AND ITS APPLICATIONS. 2021, 38(2), 245-249. ISSN 0167-8094. DOI 10.1007/s11083-020-09537-0.

HROCH, M., M. NAVARA, and P. PTÁK. Quantum logics defined by divisibility conditions. International Journal of Theoretical Physics. 2021, 60(2), 464-467. ISSN 0020-7748. DOI 10.1007/s10773-018-3977-y.

Conference Proceedings

PLÁTEK, M., et al. On separations of LR(0)-grammars by two types of pumping patterns. In: Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). ITAT (Information Technologies – Applications and Theory), Heľpa, 2021-09-24/2021-09-28. Aachen: CEUR Workshop Proceedings, 2021. p. 140-146. vol. 2962. ISSN 1613-0073. Available from: http://ceur-ws.org/Vol-2962/paper05.pdf

FRANC, V. and A. YERMAKOV. Learning Maximum Margin Markov Networks from examples with missing labels. In: Asian Machine Learning Conference. 13th Asian Conference on Machine Learning, virtually, 2021-11-17/2021-11-19. Proceedings of Machine Learning Research, 2021. ISSN 2640-3498.

FRANC, V. and A. YERMAKOV. Dominant subject recognition by Bayesian learning. In: Proc. of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021 (FG 2021). 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), Jodhpur, 2021-12-15/2021-12-18. Los Alamitos: IEEE Computer Society Press, 2021. ISBN 978-1-6654-3176-7. DOI 10.1109/FG52635.2021.9666979. Available from: https://ieeexplore.ieee.org/document/9666979

ŠUBRTOVÁ, A., J. ČECH, and V. FRANC. Hairstyle Transfer between Face Images. In: Proc. of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021 (FG 2021). 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), Jodhpur, 2021-12-15/2021-12-18. Los Alamitos: IEEE Computer Society Press, 2021. ISBN 978-1-6654-3176-7. DOI 10.1109/FG52635.2021.9667038. Available from: https://ieeexplore.ieee.org/document/9667038

BEJINES LÓPEZ, C. and M. NAVARA. Description of maximal Archimedean t-norms on finite chains. In: MESIAR, R., M. REFORMAT, and M. ŠTĚPNIČKA, eds. IFSA – EUSFLAT 2021 Book of Abstracts. The 19th World Congress of the International Fuzzy Systems Association The 12th Conference of the European Society for Fuzzy Logic and Technology, Bratislava, 2021-09-19/2021-09-24. Bratislava: Slovak University of Technology in Bratislava, 2021. p. 51.

VORÁČEK, V. and M. NAVARA. Generalised Kochen-Specker Theorem in Three Dimensions. In: DZHAFAROV, E.N., ed. The 4th Workshop: Quantum Contextuality in Quantum Mechanics and Beyond. online, 2021-05-17/2021-05-21. West Lafayette, Indiana: Purdue University, 2021. p. 34. Available from: http://www.psych.purdue.edu/~ehtibar/QCQMB2021/files/0AbstractsQCQMB2021.pdf

DLASK, T., T. WERNER, and S. DE GIVRY. Bounds on Weighted CSPs Using Constraint Propagation and Super-Reparametrizations. In: 27th International Conference on Principles and Practice of Constraint Programming. Montpellier (Virtual Conference), 2021-10-25/2021-10-29. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2021. ISSN 1868-8969. ISBN 978-3-95977-211-2. DOI 10.4230/LIPIcs.CP.2021.23.

YERMAKOV, A. and V. FRANC. CNN Based Predictor of Face Image Quality. In: Pattern Recognition. ICPR International Workshops and Challenges, Part VI. ICPR2020: 25th International Conference on Pattern Recognition, Milan, 2021-01-10/2021-01-15. Cham: Springer International Publishing, 2021. p. 679-693. LNCS. vol. 12666. ISSN 0302-9743. ISBN 978-3-030-68779-3. DOI 10.1007/978-3-030-68780-9_52.

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