Харвестер відкритої науки НАН України

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

за авторством A. A. Galkin
Опубліковано 2015

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

за авторством A. A. Galkin
Опубліковано 2016

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

за авторством A. A. Galkin
Опубліковано 2016

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

за авторством A. A. Galkin
Опубліковано 2016

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

за авторством A. A. Galkin
Опубліковано 2016

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

за авторством A. A. Galkin
Опубліковано 2016

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

за авторством A. V. Anisimov, A. A. Galkin
Опубліковано 2015