13133 / 13168 - Machine Learning

Publications 2023

Papers in WoS Journals

BUREŠOVÁ, D. Generalized XOR operation and the categorical equivalence of the Abbott algebras and quantum logics. International Journal of Theoretical Physics. 2023, 62 ISSN 0020-7748. DOI 10.1007/s10773-023-05355-3.

DLASK, T. and T. WERNER. Activity propagation in systems of linear inequalities and its relation to block-coordinate descent in linear programs. CONSTRAINTS. 2023, 28 244-276. ISSN 1383-7133. DOI 10.1007/s10601-023-09349-0.

VORÁČEK, V. and P. PTÁK. A Symmetric-Difference-Closed Orthomodular Lattice That Is Stateless. ORDER-A JOURNAL ON THE THEORY OF ORDERED SETS AND ITS APPLICATIONS. 2023, 40(2), 397-402. ISSN 0167-8094. DOI 10.1007/s11083-022-09621-7.

DLASK, T., T. WERNER, and S. DE GIVRY. Super-Reparametrizations of Weighted CSPs: Properties and Optimization Perspective. CONSTRAINTS. 2023, 28 277-319. ISSN 1383-7133. DOI 10.1007/s10601-023-09343-6.

BUREŠOVÁ, D. and P. PTÁK. On the set-representable orthomodular posets that are point-distinguishing. International Journal of Theoretical Physics. 2023, 62 ISSN 0020-7748. DOI 10.1007/s10773-023-05436-3.

FRANC, V., D. PRŮŠA, and V. VORÁČEK. Optimal Strategies for Reject Option Classifiers. Journal of Machine Learning Research. 2023, 24 ISSN 1532-4435.

NAVARA, M. and J. ŠEVIC. Maximum likelihood estimator of quantum probabilities. International Journal of Theoretical Physics. 2023, 62 ISSN 1572-9575. DOI 10.1007/s10773-023-05469-8. Available from: https://rdcu.be/dnWil

BUREŠOVÁ, D. and P. PTÁK. On locally finite orthomodular lattices. Mathematica Slovaca. 2023, 73(2), 545-549. ISSN 0139-9918. DOI 10.1515/ms-2023-0040.

GUILLON, B., et al. Weight-reducing Turing machines. Information and Computation. 2023, 292 ISSN 0890-5401. DOI 10.1016/j.ic.2023.105030.

Papers in Other Journals

PRŮŠA, D. Two-Dimensional Rank-Reducing Grammars and Their Complexity. Journal of Automata, Languages and Combinatorics. 2023, 28(1-3), 143-166. ISSN 2567-3785. DOI 10.25596/jalc-2023-143. Available from: https://jalc.de/issues/2023/issue_28_1-3/jalc-2023-143-166.php

Conference Proceedings

HOUŠKOVÁ, K. and M. NAVARA. Relations between the shapes of triangular norms and their generators. In: DURANTE, F., et al., eds. Copulas. Theory and Applications. 40th Linz Seminar on Fuzzy Set Theory, Linz, 2023-06-06/2023-06-09. Linz: Johannes Kepler University, 2023. p. 42-46. ISBN 978-3-903480-02-5.

MONTALBANO, P., et al. Virtual Pairwise Consistency in Cost Function Networks. In: Integration of Constraint Programming, Artificial Intelligence, and Operations Research. 20th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research, Nice, 2023-05-29/2023-06-01. Basel: Springer Nature Switzerland AG, 2023. p. 417-426. Lecture Notes in Computer Science. vol. 13884. ISSN 0302-9743. ISBN 978-3-031-33270-8. DOI 10.1007/978-3-031-33271-5_27.

BURDA, M., M. NAVARA, and M. ŠTĚPNIČKA. Criticism of the center of gravity defuzzification. In: MASSANET, S., et al., eds. EUSFLAT 2023 and AGOP 2023. Book of Abstracts.. 13th Conference of the European Society for Fuzzy Logic, Palma, 2023-09-04/2023-09-08. Palma de Mallorca: Universitat de les Illes Balears, 2023. p. 20-21. ISBN 978-84-09-52808-0. Available from: https://www.eusflat2023.eu/88603/section/45235/eusflat-13th-conference-of-the-european-society-for-fuzzy-logic-and-technology-jointly-with-the-ago.html

PAPLHÁM, J., V. FRANC, and D. LŽÍČAŘOVÁ. Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning. In: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 18th International Joint Conference on Computer Vision Theory and Applications, Lisboa, 2023-02-19/2023-02-21. Setùbal: SciTePress, 2023. p. 777-784. vol. 4. ISSN 2184-4321. ISBN 978-989-758-634-7. DOI 10.5220/0011616100003417.

FRANC, V., D. PRŮŠA, and A. YERMAKOV. Consistent and Tractable Algorithm for Markov Network Learning. In: Machine Learning and Knowledge Discovery in Databases, Part IV. ECML PKDD 2022: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Grenoble, 2022-09-19/2022-09-23. Cham: Springer, 2023. p. 435-451. Lecture Notes in Computer Science. vol. 13716. ISSN 0302-9743. ISBN 978-3-031-26411-5. DOI 10.1007/978-3-031-26412-2_27.

MRÁZ, F., et al. One-Side Pumping and Two-Side Pumping by Complete CF(¢, $)-grammars. In: Proceedings of the 23rd Conference Information Technologies – Applications and Theory (ITAT 2023). ITAT 2023 Information Technologies – Applications and Theory 2023, Tatranské Matliare, 2023-09-22/2023-09-26. Aachen: CEUR Workshop Proceedings, 2023. p. 110-120. ISSN 1613-0073. Available from: https://ceur-ws.org/Vol-3498/paper14.pdf