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Vojtech Franc
Vojtech Franc
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The SHOGUN machine learning toolbox
S Sonnenburg, G Rätsch, S Henschel, C Widmer, J Behr, A Zien, F Bona, ...
The Journal of Machine Learning Research 11, 1799-1802, 2010
3592010
Detector of facial landmarks learned by the structured output SVM.
M Uricár, V Franc, V Hlavác
VISAPP (1), 547-556, 2012
1852012
Statistical pattern recognition toolbox for Matlab
V Franc, V Hlavác
Prague, Czech: Center for Machine Perception, Czech Technical University, 2004
1822004
Optimized cutting plane algorithm for support vector machines
V Franc, S Sonnenburg
Proceedings of the 25th international conference on Machine learning, 320-327, 2008
1782008
Multi-class support vector machine
V Franc, V Hlavác
2002 International Conference on Pattern Recognition 2, 236-239, 2002
1552002
Visual heart rate estimation with convolutional neural network
R Špetlík, V Franc, J Matas
Proceedings of the british machine vision conference, Newcastle, UK, 3-6, 2018
1262018
Optimized invariant representation of network traffic for detecting unseen malware variants
K Bartos, M Sofka, V Franc
25th USENIX Security Symposium (USENIX Security 16), 807-822, 2016
1202016
An iterative algorithm learning the maximal margin classifier
V Franc, V Hlaváč
Pattern recognition 36 (9), 1985-1996, 2003
1152003
Sequential coordinate-wise algorithm for the non-negative least squares problem
V Franc, V Hlaváč, M Navara
International Conference on Computer Analysis of Images and Patterns, 407-414, 2005
1042005
COFFIN: A Computational Framework for Linear SVMs.
S Sonnenburg, V Franc
ICML, 999-1006, 2010
912010
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization.
V Franc, S Sonnenburg
Journal of Machine Learning Research 10 (10), 2009
912009
Greedy algorithm for a training set reduction in the kernel methods
V Franc, V Hlaváč
International Conference on Computer Analysis of Images and Patterns, 426-433, 2003
782003
Support Vector Machines as Probabilistic Models
V Franc, Z Alexander, S Bernhard
International Conference on Machine Learning, 2011
632011
Pascal large scale learning challenge
S Sonnenburg, V Franc, E Yom-Tov, M Sebag
572008
Statistical pattern recognition toolbox for Matlab User’s guide
V Franc, V Hlavac
Czech technical university, 2004
532004
Face and landmark detection by using cascade of classifiers
H Cevikalp, B Triggs, V Franc
2013 10th IEEE international conference and workshops on automatic face and …, 2013
512013
Optimization algorithms for kernel methods
V Franc
Prague: A PhD dissertation. Czech Technical University, 2005
492005
License plate character segmentation using hidden markov chains
V Franc, V Hlaváč
Joint Pattern Recognition Symposium, 385-392, 2005
482005
Learning detector of malicious network traffic from weak labels
V Franc, M Sofka, K Bartos
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
462015
Real-time multi-view facial landmark detector learned by the structured output SVM
M Uřičář, V Franc, D Thomas, A Sugimoto, V Hlaváč
2015 11th IEEE international conference and workshops on automatic face and …, 2015
362015
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