Affine-invariant classifier of extrapolation depth based on multilevel smoothing structure von A. A. Galkin

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The depth-based classification method based on remote concentration measure for asymmetric data processing von A. A. Galkin

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Algorithmic aspects of determining the depth functions in selecting the optimal hypothesis for data classification problems von A. A. Galkin

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Recognition of actions of medical workers on the basis of readings of accelerometers using a deep belief network von A. A. Galkin

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Depth based classification method on the basis of a scalable Mahalanobis distance for sets with unequal prior probabilities von A. A. Galkin

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Application of smoothing measures in nonparametric kernel classi-fiers using normal approximation of probabilities von A. A. Galkin

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The research of the asymptotic properties of non-parametric classifiers based on depth functions von A. V. Anisimov, A. A. Galkin

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