Yulia A. Zhuk

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2018 J jnl
A modification of the Lasso method by using the Bahadur representation for the genome-wide association study.
Informatica (Slovenia)
Lev V. Utkin, Yulia A. Zhuk
2017 J jnl
An one-class classification support vector machine model by interval-valued training data.
Knowl. Based Syst.
Lev V. Utkin, Yulia A. Zhuk
2017 J jnl
Interval SVM-Based Classification Algorithm Using the Uncertainty Trick.
Int. J. Artif. Intell. Tools
Lev V. Utkin, Yulia A. Zhuk
2016 J jnl
Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels.
Neural Networks
Lev V. Utkin, Anatoly I. Chekh, Yulia A. Zhuk
2015 J jnl
Robust Classifiers Using Imprecise Probability Models and Importance of Classes.
Int. J. Artif. Intell. Tools
Lev V. Utkin, Yulia A. Zhuk
2014 — conf
A Robust One-Class Classification Model with Interval-Valued Data Based on Belief Functions and Minimax Strategy.
MLDM
Lev V. Utkin, Yulia A. Zhuk, Anatoly I. Chekh
2014 J jnl
Imprecise prior knowledge incorporating into one-class classification.
Knowl. Inf. Syst.
Lev V. Utkin, Yulia A. Zhuk
2014 J jnl
Robust boosting classification models with local sets of probability distributions.
Knowl. Based Syst.
Lev V. Utkin, Yulia A. Zhuk
2013 J jnl
Fuzzy decision making using the imprecise Dirichlet model.
Int. J. Math. Oper. Res.
Lev V. Utkin, Yulia A. Zhuk
2013 J jnl
Imprecise Imputation as a Tool for Solving Classification Problems with Mean Values of Unobserved Features.
Adv. Artif. Intell.
Lev V. Utkin, Yulia A. Zhuk
2013 J jnl
Robust novelty detection in the framework of a contamination neighbourhood.
Int. J. Intell. Inf. Database Syst.
Lev V. Utkin, Yulia A. Zhuk
2012 J jnl
A machine learning algorithm for classification under extremely scarce information.
Int. J. Data Anal. Tech. Strateg.
Lev V. Utkin, Yulia A. Zhuk
2012 J jnl
Combining of judgments in imprecise voting multi-criteria decision problems.
Int. J. Appl. Decis. Sci.
Lev V. Utkin, Yulia A. Zhuk