13133 / 13168 - Publications - 2018

13133 / 13168 - Machine Learning

Publications 2018

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

FRANC, V. and J. ČECH. Learning CNNs from Weakly Annotated Facial Images. Image and Vision Computing. 2018, 77 10-20. ISSN 0262-8856. DOI 10.1016/j.imavis.2018.06.011.

FRANC, V., et al. Learning data discretization via convex optimization. Machine Learning. 2018, 107(2), 333-355. ISSN 0885-6125. DOI 10.1007/s10994-017-5654-4.

Patents

Cisco Technology, Inc. (San Jose, CA). Learning detector of malicious network traffic from weak labels. Inventors: V. FRANC, M. SOFKA, and K. BARTOS. United States. Patent US9923912B2. 2018-03-20. Available from: http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&p=1&u=%2Fnetahtml%2Fsearch-adv.htm&r=0&f=S&l=50&d=PALL&Query=9923912

Cisco Technology, Inc. (San Jose, CA, USA). Method and apparatus for aggregating indicators of compromise for use in network security. Inventors: K. BARTOS, et al. United States. Patent US9985982B1. 2018-05-29. Available from: http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&p=1&u=%2Fnetahtml%2Fsearch-adv.htm&r=0&f=S&l=50&d=PALL&Query=9985982

Papers in Other Journals

SCHLESINGER, M. I., B. FLACH, and E. VODOLAZSKIY. Finding a Given Number of Solutions to a System of Fuzzy Constraints. Cybernetics and Systems Analysis. 2018, 54(1), 60-74. ISSN 1060-0396. DOI 10.1007/s10559-018-0007-2.

Conference Proceedings

HARDING, J., et al. Boolean subalgebras of orthoalgebras. In: 15th International Conference on Quantum Physics and Logic. Halifax, 2018-06-03/2018-06-07. Halifax: Dalhousie University, 2018. p. 1-3. Available from: https://www.mathstat.dal.ca/qpl2018/papers/QPL_2018_paper_39.pdf

GUILLON, B., et al. Two-Way Automata and One-Tape Machines: Read Only Versus Linear Time. In: International Conference on Developments in Language Theory. The 22nd International Conference on Developments in Language Theory, Tokyo, 2018-09-10/2018-09-14. Cham: Springer International Publishing, 2018. p. 366-378. Lecture Notes in Computer Science. vol. 11088. ISSN 0302-9743. ISBN 978-3-319-98653-1. DOI 10.1007/978-3-319-98654-8_30.

NAVARA, M. and J. ŠINDELÁŘ. Two envelope problem as a game of two players. In: Applications of Algebra 22. Zakopane, 2018-03-05/2018-03-10. Czestochowa: Jan Dlugosz University, 2018. p. 31.

SHEKHOVTSOV, O. and B. FLACH. Normalization of Neural Networks using Analytic Variance Propagation. In: KÚKELOVÁ, Z. and J. ŠKOVIEROVÁ, eds. Proceedings of the 23rd Computer Vision Winter Workshop. CVWW 2018: Computer Vision Winter Workshop, Český Krumlov, 2018-02-05/2018-02-07. Praha: Czech Society for Cybernetics and Informatics, 2018. p. 45-53. ISBN 978-80-270-3395-9. Available from: https://arxiv.org/abs/1803.10560

ŠPETLÍK, R., et al. Visual Heart Rate Estimation with Convolutional Neural Network. In: BMVC2018: Proceedings of the British Machine Vision Conference. BMVC2018: British Machine Vision Conference, Newcastle upon Tyne, 2018-09-03/2018-09-06. London: British Machine Vision Association, 2018. Available from: http://bmvc2018.org/contents/papers/0271.pdf

NAVARA, M. and M. NAVAROVÁ. Generalizations of the principle of inclusion and exclusion. In: IQSA2018. Biennial Meeting of the International Quantum Structures Association, Kazan, 2018-07-16/2018-07-20. Kazan: Kazan Federal University, 2018.

HARDING, J., et al. Boolean subalgebras of orthomodular structures. In: BLAST 2018. Denver, Colorado, 2018-08-06/2018-08-10. Denver, Colorado: University of Denver, 2018.

NAVARA, M. Generalizations of the principle of inclusion and exclusion. In: MESIAR, R., S. SAMINGER-PLATZ, and P. STRUK, eds. Fourteenth International Conference on Fuzzy Sets Theory Applications. Liptovský Ján, 2018-01-28/2018-02-02. Bratislava: Slovak University of Technology in Bratislava, 2018. p. 74. ISBN 978-80-8040-560-1.

GUSEV, V.V., R.M. JUNGERS, and D. PRŮŠA. Dynamics of the Independence Number and Automata Synchronization. In: International Conference on Developments in Language Theory. The 22nd International Conference on Developments in Language Theory, Tokyo, 2018-09-10/2018-09-14. Cham: Springer International Publishing, 2018. p. 379-391. Lecture Notes in Computer Science. vol. 11088. ISSN 0302-9743. ISBN 978-3-319-98653-1. DOI 10.1007/978-3-319-98654-8_31.

PRŮŠA, D. and A. FUJIYOSHI. Rank-Reducing Two-Dimensional Grammars for Document Layout Analysis. In: 14th IAPR International Conference on Document Analysis and Recognition (ICDAR). The 14th IAPR International Conference on Document Analysis and Recognition, Kyoto, 2017-11-09/2017-11-15. Los Alamitos: IEEE Computer Society, 2018. p. 1120-1125. ISSN 1520-5363. ISBN 978-1-5386-3586-5. DOI 10.1109/ICDAR.2017.185. Available from: https://ieeexplore.ieee.org/document/8270116

NAVARA, M. and P. PTÁK. Pseudocomplemented-like orthomodular posets. In: IQSA2018. Biennial Meeting of the International Quantum Structures Association, Kazan, 2018-07-16/2018-07-20. Kazan: Kazan Federal University, 2018.

Dissertations

UŘIČÁŘ, M. Multi-view Facial Landmark Detection. Defense date 2018-03-27. PhD Thesis. CTU FEE. Machine Learning. Supervised by V. FRANC.

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