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vapnik
Professor of Columbia, Fellow of NEC Labs America,
Verified email at nec-labs.com
Title
Cited by
Cited by
Year
The Nature of Statistical Learning Theory
V Vapnik
Data mining and knowledge discovery, 1995
74862*1995
Support-vector networks
C Cortes, V Vapnik
Machine learning 20, 273-297, 1995
676531995
Statistical learning theory
VN Vapnik, V Vapnik
wiley 1 (1735), 1780, 1998
430331998
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
173801992
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
167631989
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46, 389-422, 2002
117902002
Support vector regression machines
H Drucker, CJ Burges, L Kaufman, A Smola, V Vapnik
Advances in neural information processing systems 9, 1996
66821996
Estimation of dependences based on empirical data
V Vapnik
Springer Science & Business Media, 2006
57252006
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
54102015
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
45391996
Choosing multiple parameters for support vector machines
O Chapelle, V Vapnik, O Bousquet, S Mukherjee
Machine learning 46, 131-159, 2002
33822002
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, 255-287, 2015
28952015
Support vector machines for histogram-based image classification
O Chapelle, P Haffner, VN Vapnik
IEEE transactions on Neural Networks 10 (5), 1055-1064, 1999
22871999
Support vector machines for spam categorization
H Drucker, D Wu, VN Vapnik
IEEE Transactions on Neural networks 10 (5), 1048-1054, 1999
21651999
Support vector clustering
A Ben-Hur, D Horn, HT Siegelmann, V Vapnik
Journal of machine learning research 2 (Dec), 125-137, 2001
21262001
Pattern recognition using generalized portrait method
VN Vapnik
Automation and remote control 24 (6), 774-780, 1963
19331963
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
18601997
Feature selection for SVMs
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik
Advances in neural information processing systems 13, 2000
15532000
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
15441995
Theory of pattern recognition
V Vapnik, A Chervonenkis
Nauka, Moscow, 1974
14311974
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Articles 1–20