Follow
vapnik
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
74933*1995
Support-vector networks
C Cortes, V Vapnik
Machine learning 20, 273-297, 1995
678411995
Statistical learning theory
VN Vapnik, V Vapnik
wiley 1 (1735), 1780, 1998
430571998
A training algorithm for optimal margin classifiers
BE Boser, IM Guyon, VN Vapnik
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
174011992
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
168181989
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46, 389-422, 2002
118102002
Support vector regression machines
H Drucker, CJ Burges, L Kaufman, A Smola, V Vapnik
Advances in neural information processing systems 9, 1996
66921996
Estimation of dependences based on empirical data
V Vapnik
Springer Science & Business Media, 2006
57372006
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
54232015
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
45441996
Choosing multiple parameters for support vector machines
O Chapelle, V Vapnik, O Bousquet, S Mukherjee
Machine learning 46, 131-159, 2002
33842002
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
29022015
Support vector machines for histogram-based image classification
O Chapelle, P Haffner, VN Vapnik
IEEE transactions on Neural Networks 10 (5), 1055-1064, 1999
22911999
Support vector machines for spam categorization
H Drucker, D Wu, VN Vapnik
IEEE Transactions on Neural networks 10 (5), 1048-1054, 1999
21661999
Support vector clustering
A Ben-Hur, D Horn, HT Siegelmann, V Vapnik
Journal of machine learning research 2 (Dec), 125-137, 2001
21272001
Pattern recognition using generalized portrait method
VN Vapnik
Automation and remote control 24 (6), 774-780, 1963
19381963
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
18611997
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
15491995
Theory of pattern recognition
V Vapnik, A Chervonenkis
Nauka, Moscow, 1974
14341974
The system can't perform the operation now. Try again later.
Articles 1–20