Synthesis of Self-Organizing Map and feedforward Neural Network for Better Forecasting. - Oles Hodych; Yuriy Shcherbyna; Michael Zylan (Int. J. Comput., 2004)

SOM-Based Dynamic Image Segmentation for Sign Language Training Simulator. - Oles Hodych; Kostiantyn Hushchyn; Yuri Shcherbyna; Iouri Nikolski; Volodymyr Pasichnyk (UNISCON, 2009)

Providing Feedback in Ukrainian Sign Language Tutoring Software. - M. V. Davydov; Iouri Nikolski; Volodymyr Pasichnyk; Oles Hodych; Yuri Shcherbyna (Rough Sets and Intelligent Systems (2), 2013)

The Procedures of Processing of Geolocation Data on Urban Underground Spaces. - Oleksandr Matsiuk; Nataliia Kunanets; Volodymyr Pasichnyk; Vasyl Lenko; Yuriy Shcherbyna; Antonii Rzheuskyi (ACIT, 2019)

Peculiarities of Generation of Semantics of Natural Language Speech by Helping Unlimited and Context-Dependent Grammar. - Vasyl Lytvyn; Solomiya Kubinska; Andriy Berko; Tetiana Shestakevych; Lyubomyr I. Demkiv; Yuriy Shcherbyna (COLINS, 2020)

Enhanced LSA Method with Ukraine Language Support. - Nataliia Kunanets; Yurii Oliinyk; Dmytro Myhal; Khrystyna Shunevych; Antonii Rzheuskyi; Yuriy Shcherbyna (COLINS, 2021)

The Mersenne Twister Output Stream Postprocessing. - Yurii Shcherbyna; Nadiia Kazakova; Oleksii Fraze-Frazenko (ISecIT, 2021)

Efficient Algorithms of Linear Optimization Problems Solution. - Sergiy Chernov; Sergey Titov; Lyudmila Chernova; Nataliia Kunanets; Varvara Piterska; Liubava S. Chernova; Yuriy Shcherbyna; Lubomyr B. Petryshyn (ITPM, 2021)

Knowledge Representation and Automated Formal Reasoning in Description Logic ALC. - Vasyl Lenko; Volodymyr Pasichnyk; Nataliia Kunanets; Yuri Shcherbyna (MoMLeT+DS, 2021)

Application of Metric Learning to Large-scale Image Classification Task. - Mykola Baranov; Yuriy Shcherbyna (COLINS, 2022)

Residual domain expert architecture for few-shot learning classification task. - Mykola Baranov; Ihor Borachok; Serhii Ivanov; Markiian Mandzak; Yuriy Shcherbyna (CSIT, 2023)

Harnessing the Advantages of Binary Networks for Neural-Symbolic Computing. - Nataliia Kunanets; Yuriy Shcherbyna; Volodymyr Karpiv (COLINS (1), 2024)