| Vol-4048 urn:nbn:de:0074-4048-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2024 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).

# ICST 2025
Information Control Systems & Technologies 2025

### Proceedings of the 13-th International Conference on Information Control Systems & Technologies (ICST 2025)

### Odesa, Ukraine, September 24–26, 2025.

Edited by

### Luengo David *
Yuriy Kondratenko **
Vladimir Vychuzhanin ***
Hang Yin ****
Nickolay Rudnichenko ***

* Universidad Politecnica de Madrid , Spain
** Petro Mohyla Black Sea National University, Ukraine
*** Odessa National Polytechnic University, Ukraine
**** College of Science and Engineering, Southern University, Baton Rouge, USA

## Table of Contents

- Cover and Preface
- Committees
- Organizer and Partners

### Session 1 : Information control systems

- Complex Structural-Parametric Optimization of Fuzzy Control Systems Based on Bioinspired Algorithms 1-15
  Oleksiy Kozlov, Galyna Kondratenko, Anna Aleksieieva, Maksym Maksymov
- Task Design and Assessment Strategies for AI-Influenced Education 16-29
  Vira Liubchenko, Nataliia Komleva, Svitlana Zinovatna
- Data Acquisition for Condition-Based Maintenance 30-41
  Oleksandr Romanenko, Andrey Kupin, Dmytro Zubov, Vladyslav Holiver
- Diagnostics of Children's Emotional State Based on Intellectual Multimodal Analysis of Drawings 42-54
  Mykola Korablyov, Stanislav Dykyi, Oleksandr Fomichov, Igor Kobzev
- Implementation of Cryptographic Transformations for Digital Security Using the Residue Number System 55-67
  Alina Yanko, Victor Krasnobayev, Alina Hlushko, Mykhailo Myziura
- Automatic Adjustment of the Dynamic Positioning System Redundant Structure by Determinant 68-80
  Serhii Zinchenko, Oleh Tovstokoryi, Pavlo Nosov, Ihor Popovych
- Engineering Method for Adjusting Electric Drive Regulators of Manipulator Motion Units With Significant Nonlinearities 81-93
  Oleksandr Lysenko, Olena Tachinina, Iryna Alekseeva, Yevhenii Tymofeiev
- Application of Graph Theory to Ensure the Reliability of Steganographic Message Perception in the Creation of a Covert Communication Channel 94-108
  Alla Kobozieva, Ivan Bobok, Oleksandr Laptiev, Vitalii Savchenko
- Development and Research of a Method for Detecting Steganographic Embedding of a Secret Message in a Digital Image 109-120
  Alla Kobozieva, Kateryna Tryfonova, SOleksandr Laptiev

### Session 2 : Intelligent systems and data analysis

- Smart BPG-Based Lossy Compression of Noisy Grayscale and Color Images 121-132
  Bogdan Kovalenko, Vladimir Lukin
- Development of a Neural Network Model for Accounting of Medicines in a Universal First Aid Kit 133-147
  Ievgen Fedorchenko, Andrii Oliinyk, Kateryna Panychuk, Oleh Korshun
- A Complex CNN&LSTM Neural Network Model for Determining a Person's Drowsiness State by Their Face 148-160
  Аnatolii Nikolenko, Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha
- Avoiding Type I Errors in Image Processing with SIFT/BRISK-keypoints on Android Smartphones 161-171
  Dmytro Zubov, Andrey Kupin
- AI-based Decision-Making Process in Pipeline for Astronomical Data Mining 172-186
  Sergii Khlamov, Vadym Savanevych, Yuriy Netrebin, Tetiana Trunova
- Topological Methods for Detection and Analysis of Cluster Structure in Complex Multidimensional Systems 187-201
  Denys Symonov, Oleksandr Palagin, Bohdan Zaika
- Application of Izhikevich-Based Spiking Neural Networks 202-212
  Dmitriy Klyushin, Oleksandr Maistrenko
- Synthesis of a 3-Layer Neural Network Classifier with the Bithreshold First Hidden Layer 213-226
  Vladyslav Kotsovsky
- Modeling of a Neural Network-Based Motor Position Controller in a System for Tracking Objects of Complex Shapes 227-239
  Oleksandr Laktionov, Alina Yanko, Alina Hlushko, Victor Krasnobayev
- A lightweight Secure Boot Mechanism for Protecting the Firmware of IOT Devices 240-250
  Olena Danchenko, Inna Rozlomii, Andrii Yarmilko, Serhii Naumenko
- Intelligent System for Hyperspectral Image Classification Using Embedded-Label GANs⋆ 251-265
  Victor Sineglazov, Oleksii Shcherban
- Advanced Dynamic Predictive Model for Basic Oxygen Furnace Purging 266-275
  Yurii Mariiash, Oleksandr Stepanets, Andrii Safonyk
- Intelligent Information Technology for Inventory and Utilization of Construction and Demolition Waste From Damaged Infrastructure Facilities 276-289
  Olena Arsirii, Oleksii Ivanov, Kyrylo Bieliaiev, Natalija Cudecka-Purina
- Image Compression Research Based On Convolutional Autoencoder 290-303
  Іrina Marchenko, Elena Balalayeva, Olena Piatykop, Volodymyr Kukhar
- Information System for Abandoned Arable Land Detection From Sentinel-2 Images 304-316
  Karyna Akymenko, Kateryna Sergieieva, Yurii Kavats, Oleksandr Kovrov
- Object Detection Models in Counter-Unmanned Aircraft Systems Based on Devices with Limited Computing Capabilities 317-328
  Oleh Zaritskyi
- An Embedded Approach to the Implementation of a Multi-Agent Energy Management System for Unmanned Systems 329-339
  Vadym Slyusar, Serhii Pochernin
- Prediction of the Stress-Strain State of a Workpiece Using a CAE System and an Artificial Neural Network 340-352
  Oleksandr Tarasov, Liudmyla Vasylieva, Oleksandr Altukhov, Dmytro Myroshnychenko
- Method of Support Neural Networks for Modeling Nonlinear Dynamics 353-362
  Oleksandr Fomin, Sergii Polozhaenko, Andrii Prokofiev, Oleksiy Tataryn
- Image Segmentation in Complex Basis of Type-2 Membership Functions Subspace 363-373
  Lyudmila Akhmetshina, Artyom Yegorov, Artem Fomin

### Session 3: Modeling and software engineering

- The Spatial Information - Based Post Filtering for GSC Beamformer in Complex Situation 374-384
  Nguyen Thi Huyen Chau, Quan Trong The, Vu Dinh Tan
- Simulation Modeling of the Hall Electromagnetic Transducer for Measuring the Thickness of a Ferromagnetic Film⋆ 385-396
  Andriy Topalov, Yuriy Kondratenko, Viktoriia Leontieva, Nataliia Kondratieva
- Adaptation of Network Traffic Routing Policy to Information Security and Network Protection Requirements 397-411
  Volodymyr Sokolov, Yuliia Kostiuk, Pavlo Skladannyi, Nataliia Korshun
- Model of a Conveyor-Type Transport System with Stochastic Input Material Flow 412-425
  Oleh Pihnastyi, Maksym Sobol, Anna Burduk
- Comparative Analysis of Jmeter and Postman for APIBased Performance Testing 426-440
  Sergii Khlamov, Mariia Mendielieva, Oleksandr Vovk, Zhanna Deineko
- Validation of a Neural Network Architecture for Approximating an Analytical Model of Eye Condition 441-455
  Vladimir Vychuzhanin, Nickolay Rudnichenko, Alexey Vychuzhanin, Olga Guzun
- Intelligent System Based on Mathematical Programming for Automated Capsule Placement in Brachytherapy⋆ 456-466
  Georgiy Yaskov, Andrii Chuhai, Yelyzaveta Yaskova, Andrii Zhuravka
- Adaptive Learning Control via Proximal Policy Optimization 467-481
  Natalia Axak, Maksym Kushnaryov, Andrii Tatarnykov
- Computational Framework for Combined Simulation of Moisture Transport and Root Growing Under Drip Irrigation 482-495
  Vsevolod Bohaienko, Volodymyr Bulavatsky, Mykhailo Romashchenko, Andrii Shatkovskyi
- Keystroke Dynamics Recognition Using an Eight-Variate Prediction Ellipsoid for Normalized Data with a Reduced Feature Set 496-508
  Sergiy Prykhodko, Artem Trukhov
- Mathematical Model for Detecting Outliers in the TwoDimensional Data of Software Metrics RFC and CBO from Applications in Java 509-519
  Sergiy Prykhodko, Lidiia Makarova, Liudmyla Latanska, Maksym Bryzghalov

2025-09-28: submitted by Vladimir Vychuzhanin and Nickolay Rudnichenko, metadata incl. bibliographic data published under Creative Commons CC0
2025-09-30: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|