| Vol-3790 urn:nbn:de:0074-3790-4 Copyright © 2024 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 2024
Information Control Systems & Technologies 2024

### Proceedings of the 12th International Conference Information Control Systems & Technologies (ICST 2024)

### Odesa, Ukraine, September 23–25, 2024.

Edited by

### Algirdas Pakštas *
Yuriy Kondratenko **
Vladimir Vychuzhanin ***
Hang Yin ****
Nickolay Rudnichenko ***

* Institute of Mathematics and Informatics , Lithuania
** 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

- Swarm optimization of the drone’s intelligent control system: comparative analysis of hybrid techniques 1-12
  Oleksiy Kozlov, Galyna Kondratenko, Anna Aleksieieva, Maksym Maksymov, Olga Tarakhtij
- Securing microservices: challenges and best practices 13-25
  Denys Volkov, Vira Liubchenko
- Large language models for processing and intellectual large volumes heterogeneous texts analysis with identifying bots in social networks 26-37
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Andrii Simanenkov, Tetiana Otradskya, Denys Shvedov, Igor Petrov
- LINE: Cryptosystem based on linear equations for logarithmic signatures 38-49
  Gennady Khalimov, Yevgen Kotukh, Maksym Kolisnyk, Svitlana Khalimova, Oleksandr Sievierinov, Maksym Korobchynskyi
- Adaptive interference-resistant encoding using Barker-like sequences 50-62
  Oleg Riznyk, Yurii Kynash, Yuriy Pelekh, Evgeny Savelov, Evgeny Matviychuk, Liubomyr Flud
- Agent-based method of improving the efficiency of the elearning 63-75
  Natalia Axak, Andrii Tatarnykov, Maksym Kushnaryov
- Neural network-based approach for predicting the flow material in transport systems 76-86
  Oleh Pihnastyi, Victoriya Usik, Georgii Kozhevnikov, Oleksii Matiash
- Generalized integro - differentiating controller for mechatronic devices of mobility nodes of humanoid robots 87-98
  Oleksandr Lysenko, Olena Tachinina, Oleksandr Guida, Iryna Alekseeva, Vladyslav Kutiepov
- Hardware encryptors and cryptographic libraries for optimizing security in IoT 99-109
  Inna Rozlomii, Andrii Yarmilko, Serhii Naumenko, Pavlo Mykhailovsky
- Yggdrasil routing scheme as a basis for large-scale decentralized mesh networks 110-122
  Oleksii Pestov, Halyna Kyrychek, Mariia Tiahunova

### Session 2 : Intelligent systems and data analysis

- Color optical computing: visualization, numbers, alphabet 123-132
  Victor Timchenko, Vladik Kreinovich, Yuriy Kondratenko
- Enhancing DevOps Using AI 133-145
  Georges Bou Ghantous
- Computer modeling of cyber-physical system based on digital twins of melt electric current treatment modes 146-157
  Yuriy Zaporozhets, Artem Ivanov, Yuriy Kondratenko, Volodymyr Tsurkin
- Method for neural network detecting propaganda techniques by markers with visual analytic 158-170
  Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak
- A method of cost-effective operation of equipment in the aviation enterprise with using intelligent technologies 171-182
  Zarina Poberezhna, Maksym Zaliskyi
- Estimation of horizontal flight efficiency for air traffic management system 183-193
  Ivan Ostroumov, Nataliia Kuzmenko
- Methodology for calculating the geological structure complexity index using remote sensing data to improve the efficiency of machine learning 194-203
  Volodymyr Hnatushenko, Serhii Nikulin, Vita Kashtan, Olga Korobko
- Processing pipeline for automated data mining of the single astronomical objects from blurred CCD frames 204-215
  216-225
  Sergii Khlamov, Vadym Savanevych, Vladimir Vlasenko, Emil Hadzhyiev, Yehor Bondar, Yuriy Netrebin
- Processing pipeline for data mining of the primary orbits of the Solar System objects using the Väisälä method 216-225
  Volodymyr Troianskyi, Olexander Bazyey, Sergii Khlamov, Tetiana Trunova, Stanislav Orlov
- Hyperparameter tuning in the learning of multithreshold neurons 226-237
  Vladyslav Kotsovsky
- Artificial intelligence Integration in the diagnosis, prognosis and diabetic neovascular glaucoma treatment 238-249
  Vladimir Vychuzhanin, Nickolay Rudnichenko, Olga Guzun, Oleg Zadorozhnyy, Andrii Korol, Igor Gritsuk
- Comparative analysis of models for short-term forecasting of electricity consumption 250-261
  Mykola Korablyov, Igor Kobzev, Oleksandr Chubukin, Danylo Antonov, Vladyslav Polous, Oleksandr Tkachuk
- Enhancing medical NLI with integrated domain knowledge and sentiment analysis 262-272
  Oleksandr Chaban, Eduard Manziuk
- Architecture of intelligent system for webservices scaling 273-284
  Andrey Kupin, Dmytro Zubov, Maxim Kosei, Vladyslav Holiver
- Indoor spatial cognition of the hearing/visually impaired: pentest-inspired WiFi heatmap on Android platform 285-294
  Dmytro Zubov, Andrey Kupin, Nurlan Shaidullaev
- Intelligent analysis of the causes of the Challenger space shuttle disaster 295-305
  Igor Petrov, Vladislav Mykhailenko, Roman Kharchenko, Yurii Gunchenko, Aleksandr Kochetkov, Oksana Zui
- The main aspects of building cyber-physical systems for optimal regulation of reactive power flows in main stepdown substations of mining and processing plants 306-317
  Andrey Kupin, Yurii Sherstnov, Yuriy Osadchuk, Olexander Savytskyi
- Multicriteria optimization of hybrid convolutional neural network structural synthesis using evolutionary algorithms 318-330
  Illia Boryndo, Victor Siveglazov, Michael Zgurovsky
- Model predictive control for the blowing regime of the steelmaking process 331-341
  Yurii Mariiash, Oleksandr Stepanets, Andrii Safonyk
- Video pre-motion detection by fragment processing 342-351
  Sergii Mashtalir, Dmytro Lendel
- Application of neural networks for optimization of metal cutting parameters in AWJ 352-364
  Oleg Rudenko, Oleksandr Bezsonov, Oleg Ilyunin, Nataliia Serdiuk
- LaMa network architecture search for image inpainting 365-376
  Dmytro Kolodochka, Marina Polyakova, Oleksandr Nesteriuk, Victor Makarichev
- Feature knowledge distillation using group convolutions for efficient plant pest recognition 377-387
  Kostiantyn Khabarlak, Ivan Laktionov, Grygorii Diachenko
- Application of the conditional optimization method in the problem of vessel stormy sailing 388-398
  Serhii Zinchenko, Oleh Tovstokoryi, Vadym Mateichuk, Pavlo Nosov, Ihor Popovych, Kostiantyn Kyrychenko
- Training method for artificial intelligence system for robust and resource-efficient data block identification 399-408
  Maksym Boiko, Viacheslav Moskalenko
- Modeling of wheat yield in the steppe region of Ukraine using machine learning techniques 409-421
  Petro Hrytsiuk, Tetiana Babych, Olena Hladka, Maryna Nehrey
- Machine learning-based monitoring of war-damaged water bodies in Ukraine using satellite images 422-434
  Kateryna Sergieieva, Olena Kavats, Volodymyr Vasyliev, Yurii Kavats, Oleksandr Kovrov
- Application of a systems engineering and SysML in the development of a universal die set for hydraulic presses 435-445
  Oleksandr Tarasov, Dmytro Pavlenko, Liudmyla Vasylieva, Victor Kotsyuba, Vadym Shkarupylo
- Feeling artificial intelligence. Attention engine model borrowed from living beings 446-457
  Anatolii Kargin, Tetyana Petrenko
- Intelligent information technology for multi-criteria vulnerability assessment of gas stations to the main types of accidents 458-470
  Olena Arsirii, Oleksii Ivanov, Sergiy Smyk, Vadym Oliinyk, Kyrylo Bieliaiev

### Session 3: Modeling and software engineering

- Wavelet transform based optimization method for ThreeDimensional computer vision 471-482
  Svetlana Antoshchuk, Galina Shcherbakova, Sergey Kondratyev, Daria Koshutina, Oleksandr Usov
- Improving measurements accuracy in weight-in-motion systems using dynamic neural networks 483-493
  Oleksandr Fomin, Sergii Polozhaenko, Petro Bidyuk, Oleksii Tataryn, Andrii Prokofiev
- Predictive analysis of the interval material flow rates in transport conveyors based on experimental data 494-505
  Oleh Pihnastyi, Maksym Sobol, Anna Burduk
- Three-factor nonlinear regression model of estimating the size of java-software 506-518
  Oleksandr Oriekhov, Tetyana Farionova, Liubava Chernova
- Optimization geometric design in intelligent systems for ensuring safety 519-531
  Andrii Chuhai, Georgiy Yaskov, Olha Starkova
- Usage of OpenAPI specification in distributed microservicesoriented architecture of the information system for astronomical data processing 532-544
  Stanislav Orlov, Tetiana Trunova, Emil Hadzhyiev, Hanna Okhotko, Yehor Bondar, Yuriy Netrebin
- Protection of multilayer network systems from successive attacks on the process of intersystem interactions 545-557
  Olexandr Polishchuk

2024-09-28: submitted by Nickolay Rudnichenko and Vladimir Vychuzhanin, metadata incl. bibliographic data published under Creative Commons CC0
2024-10-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|