vapnik
vapnik
Professor of Columbia, Fellow of NEC Labs America,
Geverifieerd e-mailadres voor nec-labs.com
Titel
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Jaar
The Nature of Statistical Learning Theory
V Vapnik
Data mining and knowledge discovery, 1995
94413*1995
Support-vector networks
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
486861995
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
134811992
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46 (1), 389-422, 2002
91042002
Backpropagation applied to handwritten zip code recognition
Y LeCun, B Boser, JS Denker, D Henderson, RE Howard, W Hubbard, ...
Neural computation 1 (4), 541-551, 1989
89721989
Estimation of dependences based on empirical data
V Vapnik
Springer Science & Business Media, 2006
50742006
On the uniform convergence of relative frequencies of events to their probabilities
VN Vapnik, AY Chervonenkis
Measures of complexity, 11-30, 2015
47672015
Support vector regression machines
H Drucker, CJC Burges, L Kaufman, A Smola, V Vapnik
Advances in neural information processing systems 9, 155-161, 1997
43491997
Support vector method for function approximation, regression estimation, and signal processing
V Vapnik, SE Golowich, A Smola
Advances in neural information processing systems, 281-287, 1997
36341997
Choosing multiple parameters for support vector machines
O Chapelle, V Vapnik, O Bousquet, S Mukherjee
Machine learning 46 (1), 131-159, 2002
32302002
Keel data-mining software tool: data set repository, integration of algorithms and experimental analysis framework.
J Alcalá-Fdez, A Fernández, J Luengo, J Derrac, S García, L Sánchez, ...
Journal of Multiple-Valued Logic & Soft Computing 17, 2011
20542011
Support vector machines for histogram-based image classification
O Chapelle, P Haffner, VN Vapnik
IEEE transactions on Neural Networks 10 (5), 1055-1064, 1999
20251999
Support vector machines for spam categorization
H Drucker, D Wu, VN Vapnik
IEEE Transactions on Neural networks 10 (5), 1048-1054, 1999
19721999
Support vector clustering
A Ben-Hur, D Horn, HT Siegelmann, V Vapnik
Journal of machine learning research 2 (Dec), 125-137, 2001
17992001
Comparing support vector machines with Gaussian kernels to radial basis function classifiers
B Scholkopf, KK Sung, CJC Burges, F Girosi, P Niyogi, T Poggio, ...
IEEE transactions on Signal Processing 45 (11), 2758-2765, 1997
16091997
Pattern recognition using generalized portrait method
V Vapnik
Automation and remote control 24, 774-780, 1963
15151963
Feature selection for SVMs
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik
Neural Information Processing Systems Foundation, 2000
14142000
Predicting time series with support vector machines
KR Müller, AJ Smola, G Rätsch, B Schölkopf, J Kohlmorgen, V Vapnik
International Conference on Artificial Neural Networks, 999-1004, 1997
12401997
Theory of pattern recognition
V Vapnik, A Chervonenkis
Nauka, Moscow, 1974
12101974
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
11171995
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Artikelen 1–20