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Alexey Chervonenkis

Known as: Chervonenkis 
Alexey Yakovlevich Chervonenkis (Russian: Алексей Яковлевич Червоненкис; 7 September 1938 – 22 September 2014) was a Soviet and Russian mathematician… 
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7 relations
Computational learning theoryList of Russian IT developersList of important publications in computer scienceStructural risk minimization

Papers overview

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2006
2006
Nonparametric change detection and estimation in large-scale sensor networks
The problem of detecting changes in the distribution of alarmed sensors is considered. Under a nonparametric change detection… 
Highly Cited
2005
Highly Cited
2005
A controlled experiment assessing test case prioritization techniques via mutation faults
Regression testing is an important part of software maintenance, but it can also be very expensive. To reduce this expense… 
2004
2004
Random LASERS Development , Features and Applications
industry, medicine and other areas of contemporary life. The essential ingredients of a laser are a material that amplifies light… 
Highly Cited
2000
Highly Cited
2000
Image denoising using wavelet thresholding and model selection
This paper describes wavelet thresholding for image denoising under the framework provided by statistical learning theory a.k.a… 
Highly Cited
1999
Highly Cited
1999
Vapnik-Chervonenkis (VC) learning theory and its applications
Highly Cited
1995
Highly Cited
1995
Lower bounds in pattern recognition and learning
Highly Cited
1992
Highly Cited
1992
Vapnik-Chervonenkis classes of definable sets
We show that a class of subsets of a structure uniformly definable by a first-order formula is a Vapnik-Chervonenkis class if and… 
Highly Cited
1989
Highly Cited
1989
Learning Conjunctive Concepts in Structural Domains
We study the problem of learning conjunctive concepts from examples on structural domains like the blocks world. This class of… 
Highly Cited
1988
Highly Cited
1988
Automatic Pattern Recognition: A Study of the Probability of Error
A test sequence is used to select the best rule from a class of discrimination rules defined in terms of the training sequence… 
Highly Cited
1982
Highly Cited
1982
Bounds for the Uniform Deviation of Empirical Measures
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