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vapnik
vapnik
Professor of Columbia, Fellow of NEC Labs America,
Zweryfikowany adres z nec-labs.com
Tytuł
Cytowane przez
Cytowane przez
Rok
The Nature of Statistical Learning Theory
V Vapnik
Data mining and knowledge discovery, 1995
102342*1995
Support-vector networks
C Cortes, V Vapnik
Machine learning 20, 273-297, 1995
604101995
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
160541992
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
143121989
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46, 389-422, 2002
108702002
Support vector regression machines
H Drucker, CJ Burges, L Kaufman, A Smola, V Vapnik
Advances in neural information processing systems 9, 1996
58151996
Estimation of dependences based on empirical data
V Vapnik
Springer Science & Business Media, 2006
53422006
On the uniform convergence of relative frequencies of events to their probabilities
VN Vapnik, AY Chervonenkis
Measures of complexity: festschrift for alexey chervonenkis, 11-30, 2015
50932015
Support vector method for function approximation, regression estimation and signal processing
V Vapnik, S Golowich, A Smola
Advances in neural information processing systems 9, 1996
42111996
Choosing multiple parameters for support vector machines
O Chapelle, V Vapnik, O Bousquet, S Mukherjee
Machine learning 46, 131-159, 2002
33712002
Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
J Derrac, S Garcia, L Sanchez, F Herrera
J. Mult. Valued Logic Soft Comput 17, 2015
26382015
Support vector machines for histogram-based image classification
O Chapelle, P Haffner, VN Vapnik
IEEE transactions on Neural Networks 10 (5), 1055-1064, 1999
21981999
Support vector machines for spam categorization
H Drucker, D Wu, VN Vapnik
IEEE Transactions on Neural networks 10 (5), 1048-1054, 1999
21031999
Support vector clustering
A Ben-Hur, D Horn, HT Siegelmann, V Vapnik
Journal of machine learning research 2 (Dec), 125-137, 2001
20102001
Pattern recognition using generalized portrait method
V Vapnik
Automation and remote control 24, 774-780, 1963
18021963
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
17661997
The nature of statistical learning
VN Vapnik
Theory, 1995
1539*1995
Feature selection for SVMs
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik
Advances in neural information processing systems 13, 2000
15252000
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
13801995
Predicting time series with support vector machines
KR Müller, AJ Smola, G Rätsch, B Schölkopf, J Kohlmorgen, V Vapnik
Artificial Neural Networks—ICANN'97: 7th International Conference Lausanne …, 2005
13452005
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