CS&SE@SW 2025
Young Scientists in Computer Science & Software Engineering 2025

Table of Contents

• CS&SE@SW 2025: a quantitative review of the 8th Workshop for Young Scientists in Computer Science & Software Engineering 1-75
  Serhiy O. Semerikov, Andrii M. Striuk
  Summary: There were 42 papers submitted for peer-review to this workshop. Out of these, 22 papers were accepted for this volume.

Session 1: Software engineering

• Game engine impact on hardware resources 76-91
  Mariia Yu. Tiahunova, Halyna H. Kyrychek, Alina Kazurova, Yehor Knyryk, Dmytro Tiahunov
• The development and application of VBA macros in the teaching of science and mathematics 92-107
  Dmytro M. Bodnenko, Oleksandra V. Lokaziuk, Sergiy P. Radchenko, Volodymyr V. Proshkin, Serhii D. Shymchyk
• Colorimetric assessment of visual color difference between interface elements 108-118
  Andrii Doroshuk
• Design and implementation of modular animated agents in VR using inverse kinematics and XR Toolkit 119-128
  Oleksiy Sinkevych, Yuliia Sapsa, Oleksandr Storozhuk
• The history of software engineering as the basis for computer games in the visual novel genre 129-136
  Yehor Yu. Brilov, Andrii M. Striuk

Session 2: Theoretical computer science

• Noise reduction by using more reference signals in GSC beamformer 137-146
  Quan Trong The, Nguyen Thi Huyen Chau, Nguyen Manh Son
• The Kyber encryption algorithm and its implementation in .NET 147-156
  Danylo S. Zolotopupov, Lesia V. Bulatetska, Vitalii V. Bulatetskyi
• Arduino-based chaotic generator with polar attractor 157-177
  Hanna Zemlianukhina, Roman Voliansky, Nina Volianska, Yunifa Miftachul Arif, Dmytro Halushko

Session 3: Computer systems

• Development of a user authentication module based on computer vision and machine learning technologies 178-194
  Ivan A. Hrytsai, Vasyl P. Oleksiuk, Yaroslav P. Vasylenko
• Modeling and analyzing the performance of IoT systems using IoTSim-Edge: a comparative study of data transfer protocols 195-207
  Artur V. Timenko, Nataliia A. Kulykovska, Svitlana S. Hrushko, Vadym V. Shkarupylo
• Neuromorphic computing for ultra-low latency cognitive radio: a paradigm shift toward brain-inspired spectrum intelligence 208-221
  Serhiy O. Semerikov, Pavlo P. Nechypurenko, Tetiana A. Vakaliuk, Iryna S. Mintii, Andrii O. Kolhatin

Session 4: Computer applications

• A framework for efficient and secure LLM agency: a case for the GraphQL paradigm 222-231
  Viktor Zhakhalov
• Basics of building a system for detection, accounting and visualization of explosive objects 232-246
  Oleksandr I. Rolik, Viktorija M. Smolij, Natan V. Smolij
• Intelligent system for analysis and assessment of population health harm risks by air pollution level 247-260
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Denys Shvedov, Natalia Shibaeva, Igor Petrov
• Approach to assessing the impact of motivation on employee performance in an inclusive environment 261-274
  Denys Markevych, Svitlana Krepych, Iryna Spivak, Roman Krepych
• Comparative analysis of UAV simulation platforms: challenges, opportunities, and future directions 275-288
  Andrey Kupin, Yuriy Osadchuk, Maksym Kosei
• Random Forest and deep learning approaches for detecting forest cover changes 289-305
  Oleh Chaskovskyy, Oleksiy Sinkevych, Serhii Havryliuk, Andriy Nechepurenko, Oksana Pelyukh, Mykola Rozumovskyi
• Deep learning method for UAV detection and flight path forecasting in real-time 306-320
  Iurii V. Krak, Maksim O. Shurypa, Maryna O. Molchanova, Olexander V. Mazurets, Olena V. Sobko, Olexander V. Barmak
• Deep neural network-based classification of textile macrostructures by synthetic-to-natural fiber ratio 321-334
  Olexander V. Mazurets, Olha O. Zalutska, Maryna O. Molchanova, Valeriia I. Klimenko, Liudmyla V. Bukhantsova, Oksana V. Zakharkevich
• LLM and MCP driven e-commerce assistant over graph databases 335-349
  Andrii Baran, Iryna Spivak, Svitlana Krepych
• Natural language processing for sociological research with a focus on preprocessing effects in sentiment analysis 350-360
  Oleksandr Lytvynenko, Myroslava Kukhta, Maksym Yenin
• Advanced deep learning methods for text generation in 2022-2024 literature: a systematic review 361-380
  Artem V. Slobodianiuk, Serhiy O. Semerikov