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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
3902010
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
2542018
Detector of facial landmarks learned by the structured output SVM
M Uřičář, V Franc, V Hlaváč
International conference on computer vision theory and applications 2, 547-556, 2012
1922012
Statistical pattern recognition toolbox for Matlab
V Franc, V Hlavác
Prague, Czech: Center for Machine Perception, Czech Technical University, 2004
1882004
Optimized cutting plane algorithm for support vector machines
V Franc, S Sonnenburg
Proceedings of the 25th international conference on Machine learning, 320-327, 2008
1872008
Multi-class support vector machine
V Franc, V Hlavác
2002 International Conference on Pattern Recognition 2, 236-239, 2002
1792002
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
1652016
An iterative algorithm learning the maximal margin classifier
V Franc, V Hlaváč
Pattern recognition 36 (9), 1985-1996, 2003
1182003
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
1122005
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization.
V Franc, S Sonnenburg
Journal of Machine Learning Research 10 (10), 2009
992009
COFFIN: A Computational Framework for Linear SVMs.
S Sonnenburg, V Franc
ICML, 999-1006, 2010
922010
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
802003
Support Vector Machines as Probabilistic Models
V Franc, Z Alexander, S Bernhard
International Conference on Machine Learning, 2011
742011
Learning detector of malicious network traffic from weak labels
V Franc, M Sofka, K Bartos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
602015
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
602013
Pascal large scale learning challenge
S Sonnenburg, V Franc, E Yom-Tov, M Sebag
25th International Conference on Machine Learning (ICML2008) Workshop. http …, 2008
582008
Statistical pattern recognition toolbox for Matlab User’s guide
V Franc, V Hlavac
Czech technical university, 2004
562004
License plate character segmentation using hidden markov chains
V Franc, V Hlaváč
Pattern Recognition: 27th DAGM Symposium, Vienna, Austria, August 31 …, 2005
512005
Optimization algorithms for kernel methods
V Franc
Prague: A PhD dissertation. Czech Technical University, 2005
492005
Method and apparatus for aggregating indicators of compromise for use in network security
K Bartos, M Sofka, V Franc, J Havelka
US Patent 9,985,982, 2018
462018
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