Yulia A. Zhuk

发表

Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels

Lev V. Utkin, Anatoly I. Chekh, Yulia A. Zhuk, 2016, Neural Networks.

A Robust One-Class Classification Model with Interval-Valued Data Based on Belief Functions and Minimax Strategy

Lev V. Utkin, Anatoly I. Chekh, Yulia A. Zhuk, 2014, MLDM.

Imprecise Imputation as a Tool for Solving Classification Problems with Mean Values of Unobserved Features

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2013, Adv. Artif. Intell..

Fuzzy decision making using the imprecise Dirichlet model

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2013, Int. J. Math. Oper. Res..

A machine learning algorithm for classification under extremely scarce information

Lev V. Utkin, Yulia A. Zhuk, 2012, Int. J. Data Anal. Tech. Strateg..

A modification of the Lasso method by using the Bahadur representation for the genome-wide association study

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2017, Informatica.

Imprecise prior knowledge incorporating into one-class classification

Lev V. Utkin, Yulia A. Zhuk, 2013, Knowledge and Information Systems.

Robust boosting classification models with local sets of probability distributions

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2014, Knowl. Based Syst..

An one-class classification support vector machine model by interval-valued training data

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2017, Knowl. Based Syst..

Robust Classifiers Using Imprecise Probability Models and Importance of Classes

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2015, Int. J. Artif. Intell. Tools.

Combining of judgments in imprecise voting multi-criteria decision problems

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2012, Int. J. Appl. Decis. Sci..

Robust novelty detection in the framework of a contamination neighbourhood

Lev V. Utkin, Yulia A. Zhuk, L. Utkin, 2013, Int. J. Intell. Inf. Database Syst..

Interval SVM-Based Classification Algorithm Using the Uncertainty Trick

Lev V. Utkin, Yulia A. Zhuk, 2017, Int. J. Artif. Intell. Tools.

An Ensemble-Based Feature Selection Algorithm Using Combination of Support Vector Machine and Filter Methods for Solving Classification Problems

Lev V. Utkin, Anatoly I. Chekh, Yulia A. Zhuk, 2013 .