Yulia A. Zhuk

According to our database, Yulia A. Zhuk authored at least 13 papers between 2012 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of six.

2018

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

Lev V. Utkin, Yulia A. Zhuk

Informatica (Slovenia), 2018

2017

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

Lev V. Utkin, Yulia A. Zhuk

Knowl. Based Syst., 2017

Interval SVM-Based Classification Algorithm Using the Uncertainty Trick.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Artif. Intell. Tools, 2017

2016

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

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

Neural Networks, 2016

2015

Robust Classifiers Using Imprecise Probability Models and Importance of Classes.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Artif. Intell. Tools, 2015

2014

Robust boosting classification models with local sets of probability distributions.

Lev V. Utkin, Yulia A. Zhuk

Knowl. Based Syst., 2014

Imprecise prior knowledge incorporating into one-class classification.

Lev V. Utkin, Yulia A. Zhuk

Knowl. Inf. Syst., 2014

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

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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013

Fuzzy decision making using the imprecise Dirichlet model.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Math. Oper. Res., 2013

Robust novelty detection in the framework of a contamination neighbourhood.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Intell. Inf. Database Syst., 2013

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

Lev V. Utkin, Yulia A. Zhuk

Adv. Artif. Intell., 2013

2012

A machine learning algorithm for classification under extremely scarce information.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Data Anal. Tech. Strateg., 2012

Combining of judgments in imprecise voting multi-criteria decision problems.

Lev V. Utkin, Yulia A. Zhuk

Int. J. Appl. Decis. Sci., 2012