ICST 2024
Information Control Systems & Technologies 2024

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