Vladimir N. Vapnik

Columbia University (US)

Research Areas

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H-index

Publications

146

Citations

226303

i10-index

107

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Support-vector networks	1995	40740
The Nature of Statistical Learning Theory	1995	39322
Support-Vector Networks	1995	34496
Statistical Learning Theory	1999	26722
A training algorithm for optimal margin classifier...	1992	11727
The Nature of Statistical Learning Theory	2000	10748
Gene Selection for Cancer Classification using Sup...	2002	9994
An overview of statistical learning theory	1999	6309
The Nature of Statistical Learning Theory	1996	4084
Support Vector Regression Machines	1996	4075

Publications

1.
Support-vector networks
Year: 1995Citations: 40740DOI: 10.1007/bf00994018
2.
The Nature of Statistical Learning Theory
Year: 1995Citations: 39322DOI: 10.1007/978-1-4757-2440-0
3.
Support-Vector Networks
Year: 1995Citations: 34496DOI: 10.1023/a:1022627411411
4.
Statistical Learning Theory
Year: 1999Citations: 26722DOI: 10.2307/1271368
5.
A training algorithm for optimal margin classifiers
Year: 1992Citations: 11727DOI: 10.1145/130385.130401
6.
The Nature of Statistical Learning Theory
Year: 2000Citations: 10748DOI: 10.1007/978-1-4757-3264-1
7.
Gene Selection for Cancer Classification using Support Vector Machines
Year: 2002Citations: 9994DOI: 10.1023/a:1012487302797
8.
An overview of statistical learning theory
Year: 1999Citations: 6309DOI: 10.1109/72.788640
9.
The Nature of Statistical Learning Theory
Year: 1996Citations: 4084DOI: 10.2307/1271324
10.
Support Vector Regression Machines
Year: 1996Citations: 4075

About Vladimir N. Vapnik

Vladimir N. Vapnik is a researcher with 146 publications and 226303 citations. They are affiliated with Columbia University. Their research focuses on . With an h-index of 70, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

Citations per publication by year