Yulia A. Zhuk

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 5

Top Topics

Probability Models

Decision Problems

Binary Classification

Top Venues

Knowl. Based Syst.

Int. J. Artif. Intell. Tools

Adv. Artif. Intell.

Int. J. Intell. Inf. Database Syst.

Publications

Lev V. Utkin, Yulia A. Zhuk
A modification of the Lasso method by using the Bahadur representation for the genome-wide association study. Informatica (Slovenia) 42 (2) (2018)
Lev V. Utkin, Yulia A. Zhuk
An one-class classification support vector machine model by interval-valued training data. Knowl. Based Syst. 120 (2017)
Lev V. Utkin, Yulia A. Zhuk
Interval SVM-Based Classification Algorithm Using the Uncertainty Trick. Int. J. Artif. Intell. Tools 26 (4) (2017)
Lev V. Utkin, Anatoly I. Chekh, Yulia A. Zhuk
Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels. Neural Networks 80 (2016)
Lev V. Utkin, Yulia A. Zhuk
Robust Classifiers Using Imprecise Probability Models and Importance of Classes. Int. J. Artif. Intell. Tools 24 (1) (2015)
Lev V. Utkin, Yulia A. Zhuk
Imprecise prior knowledge incorporating into one-class classification. Knowl. Inf. Syst. 41 (1) (2014)
Lev V. Utkin, Yulia A. Zhuk
Robust boosting classification models with local sets of probability distributions. Knowl. Based Syst. 61 (2014)
Lev V. Utkin, Yulia A. Zhuk, Anatoly I. Chekh
A Robust One-Class Classification Model with Interval-Valued Data Based on Belief Functions and Minimax Strategy. MLDM (2014)
Lev V. Utkin, Yulia A. Zhuk
Fuzzy decision making using the imprecise Dirichlet model. Int. J. Math. Oper. Res. 5 (1) (2013)
Lev V. Utkin, Yulia A. Zhuk
Robust novelty detection in the framework of a contamination neighbourhood. Int. J. Intell. Inf. Database Syst. 7 (3) (2013)
Lev V. Utkin, Yulia A. Zhuk
Imprecise Imputation as a Tool for Solving Classification Problems with Mean Values of Unobserved Features. Adv. Artif. Intell. 2013 (2013)
Lev V. Utkin, Yulia A. Zhuk
Combining of judgments in imprecise voting multi-criteria decision problems. Int. J. Appl. Decis. Sci. 5 (3) (2012)
Lev V. Utkin, Yulia A. Zhuk
A machine learning algorithm for classification under extremely scarce information. Int. J. Data Anal. Tech. Strateg. 4 (2) (2012)