Combining of judgments in imprecise voting multi-criteria decision problems. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Appl. Decis. Sci., 2012)

A machine learning algorithm for classification under extremely scarce information. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Data Anal. Tech. Strateg., 2012)

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)

Robust novelty detection in the framework of a contamination neighbourhood. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Intell. Inf. Database Syst., 2013)

Fuzzy decision making using the imprecise Dirichlet model. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Math. Oper. Res., 2013)

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 (MLDM, 2014)

Imprecise prior knowledge incorporating into one-class classification. - Lev V. Utkin; Yulia A. Zhuk (Knowl. Inf. Syst., 2014)

Robust boosting classification models with local sets of probability distributions. - Lev V. Utkin; Yulia A. Zhuk (Knowl. Based Syst., 2014)

Robust Classifiers Using Imprecise Probability Models and Importance of Classes. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Artif. Intell. Tools, 2015)

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)

Interval SVM-Based Classification Algorithm Using the Uncertainty Trick. - Lev V. Utkin; Yulia A. Zhuk (Int. J. Artif. Intell. Tools, 2017)

An one-class classification support vector machine model by interval-valued training data. - Lev V. Utkin; Yulia A. Zhuk (Knowl. Based Syst., 2017)

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)