CMIS 2025
Computer Modeling and Intelligent Systems 2025

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