13133 / 13168 - Publications - 2016

13133 / 13168 - Machine Learning

Publications 2016

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

MRAZ, F., F. OTTO, and D. PRŮŠA. Some Classes of Rational Functions for Pictures. RAIRO - Theoretical Informatics and Applications. 2016, 50(4), 351-369. ISSN 0988-3754. DOI 10.1051/ita/2016025.

BIKCHENTAEV, A and M. NAVARA. States on symmetric logics: extensions. Mathematica Slovaca. 2016, 66(2), 359-366. ISSN 0139-9918. DOI 10.1515/ms-2015-0141.

BRESLER, M., D. PRŮŠA, and V. HLAVÁČ. Online recognition of sketched arrow-connected diagrams. International Journal on Document Analysis and Recognition. 2016, 19(3), 253-267. ISSN 1433-2833. DOI 10.1007/s10032-016-0269-z.

PRŮŠA, D. Non-recursive trade-offs between two-dimensional automata and grammars. Theoretical Computer Science. 2016, 610 121-132. ISSN 0304-3975. DOI 10.1016/j.tcs.2015.05.033.

Conference Proceedings

GAGOLA III, S.M., J. GABRIËLS, and M. NAVARA. Operations in orthomodular lattices and the role of Sasaki projection. In: Applications of Algebra 20. Zakopane, 2016-03-07/2016-03-13. Czestochowa: Jan Dlugosz University, 2016. p. 38-40.

NAVARA, M. Continuity and axioms of probability of fuzzy events. In: AVALLONE, A., ed. Workshop on Effect Algebras, Boolean Algebras & Related Topics. Udine, 2016-01-25/2016-01-27. Udine: University of Udine, 2016. Available from: http://digilander.libero.it/udine2016/abstracts/navara.pdf

NAVARA, M. MV-algebras and states on tribes. In: Many-Valued Logic: Algebraic, Geometric and Computational Aspects. Milano, 2016-09-26/2016-09-27. Milano: Universitia degli Studi di Milano, 2016. p. 1-2.

BARTOS, K., M. SOFKA, and V. FRANC. Learning Invariant Representation for Malicious Network Traffic Detection. In: European Conference on Artificial Intelligence. 22nd European Conference on Artificial Intelligence, Hague, 2016-08-29/2016-09-02. Amsterdam: IOS Press, 2016. p. 1132-1139. Frontiers in Artificial Intelligence and Applications. vol. 285. ISSN 0922-6389. ISBN 978-1-61499-671-2. DOI 10.3233/978-1-61499-672-9-1132.

NAVARA, M. Axiomatic approach to probability of fuzzy events. In: DE BAETS, B., et al., eds. Functional Equations and Inequalities. Linz, 2016-02-02/2016-02-06. Linz: Universitätsdirektion, Johannes Kepler University, 2016. p. 66-72.

BARTOŠ, K., M. SOFKA, and V. FRANC. Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. In: Proceedings of the 25th USENIX Security Symposium. 25th USENIX Security Symposium, Austin, Texas, 2016-08-10/2016-08-12. The USENIX Association, 2016. p. 807-822. ISBN 978-1-931971-32-4. Available from: https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_bartos.pdf

SIXTA, T. and B. FLACH. Multiple Object Segmentation and Tracking by Bayes Risk Minimization. In: OURSELIN, S., et al., eds. Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016, Part II. Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016, Athens, 2016-10-17/2016-10-21. Cham: Springer International Publishing, 2016. p. 607-615. Lecture Notes in Computer Science. vol. 9901. ISSN 0302-9743. ISBN 978-3-319-46722-1. DOI 10.1007/978-3-319-46723-8_70.

NAVARA, M. Structure of orthoalgebras. In: 13th Biennial IQSA Meeting Quantum Structures 2016. Leicester, 2016-07-11/2016-07-15. Leicester: University of Leicester, 2016. p. 1-2.

PRŮŠA, D. Complexity of sets of two-dimensional patterns. In: SALOMAA, K. and Y.-S. HAN, eds. CIAA 2016: Proceedings of the 21st International Conference on Implementation and Application of Automata. 21st International Conference on Implementation and Application of Automata, Seoul, 2016-07-19/2016-07-22. Heidelberg: Springer-Verlag, GmbH, 2016. p. 236-247. Lecture Notes in Computer Science. ISSN 0302-9743. ISBN 978-3-319-40945-0. DOI 10.1007/978-3-319-40946-7_20.


BRESLER, M. Understanding Formal Arrow-Connected Diagrams and Free-form Sketches. Praha: Defense date 2016-12-19. PhD Thesis. ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání. Supervised by D. PRŮŠA and V. HLAVÁČ.

Research Reports

FRANC, V., et al. Learning data discretization via convex optimization. [Research Report] Praha: ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání, 2016. Report no. CTU--CMP--2016--01. ISSN 1213-2365.

Unpublished Lectures

STRIA, J., et al. Manifold Representation of Fabric: A Challenging Task?. [Unpublished Lecture] The Slovenian Pattern Recognition Society. 2016-02-04.

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