13133 / 13168 - strojové učení

Publikační činnost 2017

Články v časopisech WoS

PRŮŠA, D. a T. WERNER. LP Relaxation of the Potts Labeling Problem Is as Hard as Any Linear Program. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017, 39(7), 1469-1475. ISSN 0162-8828. DOI 10.1109/TPAMI.2016.2582165.

PRŮŠA, D. Complexity of Matching Sets of Two-Dimensional Patterns by Two-Dimensional On-Line Tessellation Automaton. International Journal of Foundations of Computer Science. 2017, 28(5), 623-640. ISSN 0129-0541. DOI 10.1142/S012905411740010X.

CAO, J. et al. Polarized actin and VE-cadherin dynamics regulate junctional remodelling and cell migration during sprouting angiogenesis. Nature Communications. 2017, 8(1), ISSN 2041-1723. DOI 10.1038/s41467-017-02373-8. Dostupné z: https://doi.org/10.1038/s41467-017-02373-8

PRŮŠA, D. a K. REINHARDT. Undecidability of the emptiness problem for context-free picture languages. Theoretical Computer Science. 2017, 679 118-125. ISSN 0304-3975. DOI 10.1016/j.tcs.2016.03.025.

NAVARA, M. Orthoalgebras as pastings of Boolean algebras. International Journal of Theoretical Physics. 2017, 56(12), 4126-4132. ISSN 0020-7748. DOI 10.1007/s10773-017-3479-3.

NAVARA, M. a M. NAVAROVÁ. Principles of inclusion and exclusion for interval-valued fuzzy sets and IF-sets. Fuzzy Sets and Systems. 2017, 324(1), 60-73. ISSN 0165-0114. DOI 10.1016/j.fss.2016.08.009.

GABRIËLS, J., S.M. GAGOLA III a M. NAVARA. Sasaki projections. Algebra universalis. 2017, 77(3), 305-320. ISSN 0002-5240. DOI 10.1007/s00012-017-0428-1.

CEVIKALP, H. a V. FRANC. Large-scale robust transductive support vector machines. Neurocomputing. 2017, 235 199-209. ISSN 0925-2312. DOI 10.1016/j.neucom.2017.01.012.

Knihy, kapitoly v knihách, skripta, sborníky

FREUND, R., F. MRÁZ a D. PRŮŠA, eds. Ninth Workshop on Non-Classical Models of Automata and Applications (NCMA 2017). Prague, 2017-08-17/2017-08-18. Wien: Österreichische Computer Gesellschaft, 2017. ISBN 978-3-903035-18-8.

BEJINES LÓPEZ, C. et al. On the Preservation of an Equivalence Relation Between Fuzzy Subgroups. In: Advances in Fuzzy Logic and Technology 2017. Cham: Springer International Publishing, 2017. DOI 10.1007/978-3-319-66830-7_15.

BEJINES LÓPEZ, C. et al. Some Results About Fuzzy Consequence Operators and Fuzzy Preorders Using Conjunctors. In: Aggregation Functions in Theory and in Practice. Cham: Springer International Publishing, 2017. DOI 10.1007/978-3-319-59306-7_26.

Stati ve sbornících konferencí

GABRIËLS, J., S GAGOLA III a M. NAVARA. Sasaki projections and related operations. In: Topology, Algebra and Categories in Logic 2017. Topology, Algebra, and Categories in Logic 2017, Prague, 2017-06-26/2017-06-30. Praha: Institute of Computer Science AS CR, 2017. s. 30-31.

NAVARA, M. Pastings of orthostructures. In: IQSA Meeting 2017. Workshop on Quantum Structures 2017, Nijmegen, 2017-07-04/2017-07-07. Radboud University Nijmegen, 2017. s. 44-45.

PRŮŠA, D. a T. WERNER. LP Relaxations of Some NP-Hard Problems Are as Hard as Any LP. In: KLEIN, P. N., ed. Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms. 28th Annual ACM-SIAM Symposium on Discrete Algorithms, Barcelona, 2017-01-16/2017-01-19. Philadelphia, PA: Society for Industrial and Applied Mathematics, 2017. s. 1372-1382. ISBN 978-1-61197-478-2. DOI 10.1137/1.9781611974782.89. Dostupné z: http://epubs.siam.org/doi/abs/10.1137/1.9781611974782.89

ŠPETLÍK, R. et al. Visual Language Identification from Facial Landmarks. In: SHARMA, P. a F.M. BIANCHI, eds. Image Analysis, Part II. 20th Scandinavian Conference, SCIA 2017, Tromsø,, Tromso, 2017-06-12/2017-06-14. Springer, Cham, 2017. s. 389-400. Lecture Notes in Computer Science. sv. 10270. ISSN 0302-9743. ISBN 978-3-319-59128-5. DOI 10.1007/978-3-319-59129-2_33.

BRESLER, M., D. PRŮŠA a V. HLAVÁČ. Recognizing Off-Line Flowcharts by Reconstructing Strokes and Using On-Line Recognition Techniques. In: Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition. ICFHR 2016: 15th International Conference on Frontiers in Handwriting Recognition, Shenzhen, 2016-10-23/2016-10-26. Los Alamitos: IEEE Computer Society, 2017. s. 48-53. ISSN 2167-6445. ISBN 978-1-5090-0981-7. DOI 10.1109/ICFHR.2016.0022. Dostupné z: ftp://cmp.felk.cvut.cz/pub/cmp/articles/prusa/Bresler-Prusa-Hlavac-ICFHR2016.pdf

HAN, Y. S. a D. PRŮŠA. Template-Based Pattern Matching in Two-Dimensional Arrays. In: BARNEVA, R.P. a V. E. BRIMKOV, eds. Combinatorial Image Analysis. 18th International Workshop on Combinatorial Image Analysis, Plovdiv, 2017-06-19/2017-06-21. Cham: Springer, 2017. s. 79-92. Lecture Notes in Computer Science. sv. 10256. ISSN 0302-9743. ISBN 978-3-319-59107-0. DOI 10.1007/978-3-319-59108-7_7.

FRANC, V. a J. ČECH. Learning CNNs for face recognition from weakly annotated images. In: International Conference on Automatic Face and Gesture Recognition Workshops, Biometrics in the Wild. The 12th IEEE International Conference on Automatic Face and Gesture Recognition, Washington DC, 2017-05-30/2017-06-03. USA: IEEE Computer Society, 2017. s. 933-940. ISSN 2326-5396. ISBN 978-1-5090-4023-0. DOI 10.1109/FG.2017.115. Dostupné z: ftp://cmp.felk.cvut.cz/pub/cmp/articles/franc/Franc-EMSVM-FG2017.pdf

NAVARA, M. a J. ŠINDELÁŘ. The role of information in the two envelope problem. In: ITAT 2017: Information Technologies – Applications and Theory. Martinské hole, Malá Fatra, 2017-09-22/2017-09-26. Aachen: CEUR Workshop Proceedings, 2017. s. 112-119. sv. 1885. ISBN 9781974274741.

Dizertace

ANTONIUK, K. Discriminative learning from partially annotated examples. Praha: Datum obhajoby 2017-02-24. Doktorská práce (Ph.D.). ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání. Vedoucí práce V. HLAVÁČ a V. FRANC.

Výzkumné zprávy

WERNER, T. On Coordinate Minimization of Convex Piecewise-Affine Functions Piecewise-Affine Functions. [Výzkumná zpráva] Praha: ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání, 2017. Zpráva č. CTU--CMP--2017--05. ISSN 1213-2365.