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