IWSCI 2025
Computational Intelligence 2025

Table of Contents

• Preface
  Summary: There were 42 papers submitted for peer-review to this workshop. Out of these, 19 papers were accepted for this volume, 19 as regular papers and 0 as short papers.

• Singular value decomposition calculation comparison in video fragment processing 1-10
  Sergii Mashtalir , Dmytro Lendel
• A novel method for raster image coding based on cellular automata evolution 11-21
  Stepan Bilan , Ruslan Motornyuk , Oleg Ilarionov , Serhii Bilan
• Modeling of Transport Flows in Critical Situations Using Cellular Automata in MATLAB 22-33
  Andriy Shatyrko , Volodymyr Kovtun , Bedrich Puza , Veronika Novotna
• The Group Movement Optimization of Autonomous Agents in a Locally-Centric Navigation Model 34-56
  Leonid Hulianytskyi , Maksym Ogurtsov , Vyacheslav Korolyov , Oleh Rybalchenko , Oleksandr Yarushevskyi
• Redshift estimation on astronomy spectral data using CNN-based architecture with correction 57-68
  Iryna Yurchuk , Vladyslav Skyruta
• Stock market price forecasting using evolving graph neural network 69-80
  Mykola Korablyov , Oleksandr Fomichov , Igor Kobzev , Danylo Antonov , Oleksandr Tkachuk
• Vision-based UAV Detection Models for Small-Edge Devices 81-90
  Iryna Yurchuk , Taras Semenchenko
• Investigation of the effectiveness of the Hybrid System of Computational Intelligence based on bagging and Group Method of Data Handling in the task of stock index forecasting 91-104
  Yevgeniy Bodyanskiy , Yuriy Zaychenko , Oleksii Kuzmenko , Helen Zaichenko
• Enhancing Wheat Price Forecasting Accuracy through Prophet Based Models 105-116
  Dmytro Zherlitsyn , Volodymyr Kharchenko , Hanna Kharchenko
• Using Ellipsoid Method for Nonsmooth Regression Problems 117-127
  Petro Stetsyuk , Volodymyr Semenov , Viktor Stovba
• Optimizing Lock-Free Containers for Multithreaded Socially Oriented Information Systems 128-141
  Sergiy Yakovlev , Andrii Strelchenko , Artem Khovrat , Volodymyr Kobziev
• Metaheuristic-Based Optimization of Monitoring System Architectures 142-151
  Hanna Livinska , Serhii Kostrytsia
• Automatic psychoemotional state analysis of text messages 152-163
  Oleksii Bychkov , Tatyana Obrusnik , Kseniia Dukhnovska
• Scalable Multimodal RAG Systems: Integrating AI for Adaptive Information Retrieval and Generation 164-176
  Denys Yuvzhenko , Viktor Putrenko , Sergii Lupenko , Nataliia Pashynska
• Implementation of the Sequential Analysis of Variants Scheme using Custom GPTs for Verification of Student Scientific Competitions Documentation 177-190
  Iryna Domanetska , Vitaliy Tsyganok , Yaroslav Khrolenko
• Intelligent adaptive algorithms for solving the algebraic eigenvalue problem on modern supercomputers 191-200
  Oleksandr Khimich , Oleksii Chystiakov
• Integration of lightweight cryptography and artificial intelligence methods to increase the dependability of precision medicine systems 201-212
  Inna Rozlomii , Andrii Yarmilko , Serhii Naumenko
• Combined Large Language Models and Ontology Approach for Energy Consumption Analysis Software 213-226
  Oleksandr Vyshnevskyy , Liubov Zhuravchak
• Automation of UAV Navigation Support Based on SIFT-like Methods 227-239
  Pylyp Prystavkа , Olha Cholyshkinа , Oksana Kovtun , Dmytro Pryshchepa