13133 / 13168 - Machine Learning

Publications 2018

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, 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

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

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.

Books, Book Chapters and Lecture Notes

BEJINES LÓPEZ, C., et al. Equivalence Relations on Fuzzy Subgroups. In: Advances in Artificial Intelligence. Cham: Springer International Publishing, 2018. DOI 10.1007/978-3-030-00374-6_14.

Conference Proceedings

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.

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

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.

NAVARA, M. and M. NAVAROVÁ. Generalizations of the principle of inclusion and exclusion. In: The 14th Biennial IQSA Conference Quantum Structures 2018. Biennial Meeting of the International Quantum Structures Association, Kazan, 2018-07-16/2018-07-20. Kazan: Kazan Federal University, 2018. p. 59-60.

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

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.

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

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 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.

NAVARA, M. and P. PTÁK. Pseudocomplemented-like orthomodular posets. In: The 14th Biennial IQSA Conference Quantum Structures 2018. Biennial Meeting of the International Quantum Structures Association, Kazan, 2018-07-16/2018-07-20. Kazan: Kazan Federal University, 2018. p. 61.

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.

VAŠEK, V., V. FRANC, and M. URBAN. License Plate Recognition and Super-resolution from Low-Resolution Videos by Convolutional Neural Networks. 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://www.bmvc2018.org/contents/papers/0537.pdf

Dissertations

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