| Vol-3988 urn:nbn:de:0074-3988-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# CMIS 2025
Computer Modeling and Intelligent Systems 2025

### Proceedings of The Eighth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2025)

### Zaporizhzhia, Ukraine, May 5, 2025.

Edited by

### Sergey Subbotin *

* National University "Zaporizhzhia Polytechnic", Faculty of Computer Science and Technologies, Zaporizhzhia, Ukraine

## Table of Contents

- Preface
  Summary: There were 96 papers submitted for peer-review to this workshop. Out of these, 28 papers were accepted for this volume, 28 as regular papers and 0 as short papers.

- A Modified Neuro-fuzzy Counterpropagation Network and Its Fast Adaptive Learning 1-10
  Sergiy Popov, Iryna Pliss, Olha Chala, Olexii Holovin
- Advancing Predictive Control: Insights From Maze Exploration Using Markov Decision Processes 11-20
  Robel Asgedom, Igor Korobiichuk
- AI Models for Automatic Objects Classification in Satellite Images 21-34
  Victoria Vysotska, Kirill Smelyakov, Serhii Osiievskyi, Volodymyr Yartsev
- An Increased Robust Speech Enhancement of Superdirective Beamformer 35-45
  Quan Trong The, Ninh Thi Thu Trang
- Analysis of Grouping Tuning Parameters in Flower-Cutting Optimization Heuristics for Efficient Space Allocation Problem with Item Categorization 46-57
  Kateryna Czerniachowska
- Analysis of Methods and Implementation of a Modern Technology Stack for Increasing the Productivity of Websites 58-69
  Ivan Shtepa, Galyna Tabunshchyk
- Autonomous Identification of Distinctive Landmarks from Earth Surface Images 70-82
  Zakhar Ostrovskyi, Oleksander Barmak, Iurii Krak
- Capturing Bitcoin Market Dynamics: Assessing Advanced Permutation Entropy Metrics as Early-Warning Indicators 83-96
  Andrii Bielinskyi, Vladimir Soloviev, Andriy Matviychuk, Tetiana Kmytiuk
- Comparative Evaluation of StyleGAN3-Based Augmentation Strategies for Enhanced Medical Image Classification 97-111
  Faycal Touazi, Djamel Gaceb, Amira Tadrist, Sara Bakiri
- Detection of Web Propaganda Patterns by Transformer Neural Networks: Improving Efficiency via Dataset Balancing 112-126
  Maryna Molchanova, Volodymyr Didur, Olena Sobko, Olexander Mazurets
- Developing an Intelligent Geometric Modelling Framework for the Optimization in the Process of Additive Manufacturing 127-139
  Georgiy Yaskov, Andrii Chuhai, Yurij Stoian, Maksym Shcherbyna
- Development of Physics-Informed Neural Networks for Solving Partial Differential Equations 140-153
  Dmytro Alianakh, Ivan Dyyak, Ihor Makar
- EfficientNet Deep Learning Model for Satellite Image Classification Using the EuroSAT Dataset 154-164
  Buse Saricayir, Caner Ozcan
- Evolving Neo-Fuzzy System with Adaptive Learning for Online Forecasting of Non-stationary Processes 165-174
  Yevgeniy Bodyanskiy, Oksana Mulesa, Volodymyr Sabadosh, Petro Horvat
- Gradient-Penalty GAN Framework for High-Fidelity Fingerprint Synthesis 175-188
  Oleksandr Striuk, Yuriy Kondratenko
- Intelligent Controller of Helicopter Turboshaft Engines’ Gas Temperature with Compensation of Transient Process’s Inertial Delays and Optimization 189-214
  Serhii Vladov, Anatoliy Sachenko, Nataliia Vladova, Danylo Shved
- Intelligent Landmine Detection with Unmanned Aerial Vehicle Mounted Thermal Camera 215-226
  Victor Sineglazov, Kyrylo Lesohorskyi
- Intelligent Monitoring System for Analyzing Vehicle Drivers State Based on Adaptive Deep Learning Models 227-240
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Tetiana Otradskya, Denys Shvedov
- Intelligent System and Technology for Optimized Object Placement in Medical and Biological Applications 241-252
  Georgiy Yaskov, Andrii Chuhai, Yelyzaveta Yaskova, Maksym Shcherbyna
- Leveraging Machine Learning to Uncover the Relationship between Diabetes and Alzheimer’s Disease Progression 253-266
  Harsh Dev Singh, Mannat Rajput, Alankrita Aggarwal
- Modified Kalman Filtering Method for Discrete Signal 267-281
  Eugene Fedorov, Olga Nechyporenko, Anait Karapetyan, Tetyana Utkina
- Multi-agent WAF Pentesting on the JADE Platform 282-295
  Nataliya Maslova, Olena Liubymenko, Yaroslaw Dorogyy, Andriy Ivanusa
- Optimisation of Training Samples with KLE and Mutual Information 296-306
  Denys Symonov, Oleksandr Palagin, Yehor Symonov, Bohdan Zaika
- Thermal Image Super-Resolution via Lightweight Efficient Channel Attention Network 307-318
  Andrii Didenko, Andrii Oliinyk
- Trans-CAMNet: A Transformer-Based Grad-CAM Network for Lung Disease Classification 319-328
  Kajal Kansal, Akansha Singh, Krishna Kant Singh, Kanika Kansal
- Using Swarm Algorithms to Explore Unknown Area in ROS2 329-340
  Oleksandr Bezsonov, Sofiia Rutska, Oleg Rudenko, Stanislav Piskunov
- Wildfire Satellite Detection Detection of Lands Damaged by Forest 341-349
  Esmanur Alican, Caner Ozcan
- Transfer Training Tools and Methods for Diagnostic Tasks 350-361
  Serhii Leoshchenko, Sergey Subbotin, Artem Borovikov, Yevgeny Gofman

2025-06-09: submitted by Sergey Subbotin, metadata incl. bibliographic data published under Creative Commons CC0
2025-06-30: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|