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

by A. A. Galkin
Published 2016

Application of smoothing measures in nonparametric kernel classi-fiers using normal approximation of probabilities

by A. A. Galkin
Published 2015

Affine-invariant classifier of extrapolation depth based on multilevel smoothing structure

by A. A. Galkin
Published 2016

Recognition of actions of medical workers on the basis of readings of accelerometers using a deep belief network

by A. A. Galkin
Published 2016

The depth-based classification method based on remote concentration measure for asymmetric data processing

by A. A. Galkin
Published 2016

Algorithmic aspects of determining the depth functions in selecting the optimal hypothesis for data classification problems

by A. A. Galkin
Published 2016

The research of the asymptotic properties of non-parametric classifiers based on depth functions

by A. V. Anisimov, A. A. Galkin
Published 2015