Begell House Authors, Editors and Reviewers

Alexander A. Galkin

Kiev National Taras Shevchenko University, Kiev
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Articles

Application of Smoothing Measures in Nonparametric Kernel Classifiers with Usage of Normal Approximation of Probabilities Vol. 47 '2015 - Journal of Automation and Information Sciences
The Research of the Asymptotic Properties of Nonparametric Classifiers Based on Depth Functions Vol. 47 '2015 - Journal of Automation and Information Sciences
Algorithms for Solving Classification Problems on the Basis of Approximation of Relative Data Depth and Weighted Mean Value Vol. 48 '2016 - Journal of Automation and Information Sciences
Depth-Dependent Approach to the Selection of the Optimal Hypothesis in Classification Problems Vol. 48 '2016 - Journal of Automation and Information Sciences
In-depth Classification Method on the Basis of the Mahalanobis Scalable Distance for Sets with a Priori Unequal Probabilities Vol. 48 '2016 - Journal of Automation and Information Sciences
Symmetrization of Depth Functions for the Construction of Affine-Invariant Classifiers Based on the Depth-Ellipsoidal Neighborhoods Vol. 48 '2016 - Journal of Automation and Information Sciences