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Home > Archives > Vol 2025, No 3 (2025)

DOI: https://doi.org/10.32620/reks.2025.3

Table of Contents

Modelling and digitalization

Modeling of defensive actions for protecting military and civilian facilities from massive wave attacks by enemy strike drones Oleg Fedorovich, Olga Malyeyeva, Andrіi Humennyi, Oleksandr Leshchenko, Yuliia Leshchenko, Ganna Pliekhova

PDF 3-20

The impact of the number representation format in parameterized text queries on the accuracy of 3D model generation Olesia Barkovska, Liubov Bukharova, Igor Ruban, Oleksii Liashenko, Andriy Kovalenko, Vitalii Serdechnyi

PDF 21-36

Models for industry differentiation in decision-making systems with an application to the Ukrainian economy Alina Hlushko, Oleksandr Laktionov, Alina Yanko, Oleksandr Isaiev

PDF 37-52

Machine learning and intelligent systems

Empirical evaluation of feature selection and machine learning techniques to recommend clones for software refactoring Manpreet Kaur, Dhavleesh Rattan, Madan Lal

PDF 53-67

A bayesian-driven feedforward neural network model for Kafka cluster latency forecasting Olha Solovei, Tetiana Honcharenko

PDF 68-87

An integrated approach to forecasting software system quality using bayesian correction, multi-criteria optimization, and meta-learning Anton Shantyr, Olha Zinchenko, Kamila Storchak, Viktor Vyshnivskyi, Olga Morozova

PDF 88-100

On Kamada-Kawai graph layout with graph neural networks Olena Linnyk, Lyudmyla Polyakova, Iryna Zaretska

PDF 101-110

Intelligent system for real-time detection and classification of solar panel defects Lesia Dubchak, Yevgeniy Bodyanskiy, Oleg Savenko, Volodymyr Kochan, Anatoliy Sachenko

PDF 111-121

Deep information-extreme machine learning for autonomous UAV based on decursive data structure for semantic segmentation of digital image of a region Valerii Cheranovskyi, Mykyta Myronenko, Serhii Kovalevskyi, Roman Kraskovskyi, Mykhailo Otroshchenko

PDF 122-136

Methods and means of image processing

Method for optimizing descriptors clustering in the feature database of a content-based image retrieval system Stanislav Danylenko, Kirill Smelyakov

PDF 137-149

Method for matching satellite and UAV images for visual place recognition with cross-view color normalization Volodymyr Vozniak, Oleksander Barmak, Iurii Krak

PDF 150-165

A method for improving the robustness of neural network model for aerial image matching Viacheslav Moskalenko, Alona Moskalenko, Yuriy Moskalenko

PDF 166-176

Information security and functional safety

Using a hybrid attention mechanism as a method to improve the efficiency of network intrusion detection systems Andrii Nikitenko, Yevhen Bashkov

PDF 177-188

GraphSAGE optimization for insurance risk assessment: balancing performance and efficiency Oleksandr Lutsenko, Serhii Shcherbak

PDF 189-201

A general method for real-time detection of information threats with a Ukraine case study Khrystyna Lipianina-Honcharenko, Myroslav Komar, Hennadii Bohuta, Ihor Ihnatiev, Khrystyna Yurkiv, Oleg Illiashenko, Lesia Bilovus

PDF 202-230

Hardware and software of computer systems and infrastructures

Comparison of equivalent circuit and machine learning methods for CubeSat battery discharge modeling Ihor Turkin, Lina Volobuieva, Andriy Chukhray, Oleksandr Liubimov

PDF 231-244

Using a hybrid attention mechanism as a method to improve the efficiency of network intrusion detection systems Kyrylo Rukkas, Anastasiia Morozova, Ievgen Meniailov, Myroslav Momot

PDF 245-256

Information technology for automation of server infrastructure management using DevOps tools Ivan Byzov, Sergiy Yakovlev

PDF 257-269