ICST 2024

Table of Contents

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• Swarm optimization of the drone’s intelligent control system: comparative analysis of hybrid techniques 1-12 PDF
  Oleksiy V. Kozlov, Galyna V. Kondratenko, Anna Aleksieieva, Maksym Maksymov, Olga Tarakhtij
• Securing microservices: challenges and best practices 13-25 PDF
  Vira Liubchenko, Denys Volkov
• Large language models for processing and intellectual large volumes heterogeneous texts analysis with identifying bots in social networks 26-37 PDF
  Denys Shvedov, Andrii Simanenkov, Tetiana Otradskya, Vladimir Vychuzhanin, Nickolay Rudnichenko, Igor Petrov
• LINE: Cryptosystem based on linear equations for logarithmic signatures 38-49 PDF
  Maxim Korobchynskyi, Svitlana Khalimova, Yevgeniy Kotukh, Gennady Khalimov, Maksym Kolisnyk, Oleksandr Sievierinov
• Adaptive interference-resistant encoding using Barker-like sequences 50-62 PDF
  Evgeny Savelov, Evgeny Matviychuk, Liubomyr Flud, Yuriy Pelekh, Oleg Riznyk, Yurii Kynash
• Agent-based method of improving the efficiency of the elearning 63-75 PDF
  Andrii Tatarnykov, Maksym Kushnaryov, Natalia Axak
• Neural network-based approach for predicting the flow material in transport systems 76-86 PDF
  Oleh Pihnastyi, Georgii Kozhevnikov, Victoriya Usik, Oleksii Matiash
• Generalized integro - differentiating controller for mechatronic devices of mobility nodes of humanoid robots 87-98 PDF
  Oleksandr Lysenko, Olena Tachinina, Iryna Alekseeva, Oleksandr Guida, Vladyslav Kutiepov
• Hardware encryptors and cryptographic libraries for optimizing security in IoT 99-109 PDF
  Serhii Naumenko, Andrii Yarmilko, Inna Rozlomii, Pavlo Mykhailovskyi
• Yggdrasil routing scheme as a basis for large-scale decentralized mesh networks 110-122 PDF
  Halyna H. Kyrychek, Mariia Yu. Tiahunova, Oleksii Pestov
• Color optical computing: visualization, numbers, alphabet 123-132 PDF
  Yuriy P. Kondratenko, Victor L. Timchenko, Vladik Kreinovich
• Enhancing DevOps Using AI 133-145 PDF
  Georges Bou Ghantous
• Computer modeling of cyber-physical system based on digital twins of melt electric current treatment modes 146-157 PDF
  Yuriy Zaporozhets, Yuriy P. Kondratenko, Volodymyr Tsurkin, Artem Ivanov
• Method for neural network detecting propaganda techniques by markers with visual analytic 158-170 PDF
  Olexander Barmak, Iurii Krak, Olexander Mazurets, Eduard Manziuk, Maryna Molchanova, Olha Zalutska
• A method of cost-effective operation of equipment in the aviation enterprise with using intelligent technologies 171-182 PDF
  Maksym Zaliskyi, Zarina Poberezhna
• Estimation of horizontal flight efficiency for air traffic management system 183-193 PDF
  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 PDF
  Serhii Nikulin, Olga Korobko, Vita Kashtan, Volodymyr V. Hnatushenko
• Processing pipeline for automated data mining of the single astronomical objects from blurred CCD frames 204-215 PDF
  Sergii V. Khlamov, Tetiana O. Trunova, Olexander Bazyey, Volodymyr Troianskyi, Stanislav Orlov
• Processing pipeline for data mining of the primary orbits of the Solar System objects using the Väisälä method 216-225 PDF
  Vadym E. Savanevych, Yehor Bondar, Yuriy Netrebin, Vladimir Vlasenko, Sergii V. Khlamov, Emil Hadzhyiev
• Hyperparameter tuning in the learning of multithreshold neurons 226-237 PDF
  Vladyslav Kotsovsky
• Artificial intelligence Integration in the diagnosis, prognosis and diabetic neovascular glaucoma treatment 238-249 PDF
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Igor Gritsuk, Olga Guzun, Andrii Korol, Oleg Zadorozhnyy
• Comparative analysis of models for short-term forecasting of electricity consumption 250-261 PDF
  Mykola Korablyov, Danylo Antonov, Oleksandr Chubukin, Igor Kobzev, Oleksandr Tkachuk, Vladyslav Polous
• Enhancing medical NLI with integrated domain knowledge and sentiment analysis 262-272 PDF
  Eduard Manziuk, Oleksandr Chaban
• Architecture of intelligent system for webservices scaling 273-284 PDF
  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 PDF
  Andrey Kupin, Dmytro Zubov, Nurlan Shaidullaev
• Intelligent analysis of the causes of the Challenger space shuttle disaster 295-305 PDF
  Aleksandr V. Kochetkov, Oksana Zui, Yurii Gunchenko, Roman Kharchenko, Vladislav Mykhailenko, Igor Petrov
• 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 PDF
  Andrey Kupin, Yuriy Osadchuk, Yurii Sherstnov, Olexander V. Savytskyi
• Multicriteria optimization of hybrid convolutional neural network structural synthesis using evolutionary algorithms 318-330 PDF
  Michael Zgurovsky, Victor Siveglazov, Illia Boryndo
• Model predictive control for the blowing regime of the steelmaking process 331-341 PDF
  Andrii Safonyk, Yurii Mariiash, Oleksandr Stepanets
• Video pre-motion detection by fragment processing 342-351 PDF
  Sergey Mashtalir, Dmytro Lendel
• Application of neural networks for optimization of metal cutting parameters in AWJ 352-364 PDF
  Nataliia Serdiuk, Oleg Rudenko, Oleg Ilyunin, Oleksandr Bezsonov
• LaMa network architecture search for image inpainting 365-376 PDF
  Marina Polyakova, Victor Makarichev, Oleksandr Nesteriuk, Dmytro Kolodochka
• Feature knowledge distillation using group convolutions for efficient plant pest recognition 377-387 PDF
  Kostiantyn Khabarlak, Grygorii Diachenko, Ivan Laktionov
• Application of the conditional optimization method in the problem of vessel stormy sailing 388-398 PDF
  Kostiantyn Kyrychenko, Ihor Popovych, Oleh Tovstokoryi, Serhii Zinchenko, Pavlo Nosov, Vadym Mateichuk
• Training method for artificial intelligence system for robust and resource-efficient data block identification 399-408 PDF
  Viacheslav Moskalenko, Maksym Boiko
• Modeling of wheat yield in the steppe region of Ukraine using machine learning techniques 409-421 PDF
  Maryna Nehrey, Olena Hladka, Petro Hrytsiuk, Tetiana Babych
• Machine learning-based monitoring of war-damaged water bodies in Ukraine using satellite images 422-434 PDF
  Yurii Kavats, Oleksandr Kovrov, Volodymyr V. Vasyliev, Kateryna Sergieieva, Olena Kavats
• Application of a systems engineering and SysML in the development of a universal die set for hydraulic presses 435-445 PDF
  Vadym Shkarupylo, Dmytro Pavlenko, Victor Kotsyuba, Oleksandr Tarasov, Liudmyla Vasylieva
• Feeling artificial intelligence. Attention engine model borrowed from living beings 446-457 PDF
  Anatolii Kargin, Tetyana Petrenko
• Intelligent information technology for multi-criteria vulnerability assessment of gas stations to the main types of accidents 458-470 PDF
  Oleksii Ivanov 0003, Olena Arsirii, Sergiy Smyk, Kyrylo Bieliaiev, Vadym Oliinyk
• Wavelet transform based optimization method for ThreeDimensional computer vision 471-482 PDF
  Svetlana Antoshchuk, Oleksandr Usov, Sergey Kondratyev, Galyna Shcherbakova, Daria Koshutina
• Improving measurements accuracy in weight-in-motion systems using dynamic neural networks 483-493 PDF
  Oleksandr Fomin, Petro Bidyuk, Andrii Prokofiev, Sergii Polozhaenko, Oleksii Tataryn
• Predictive analysis of the interval material flow rates in transport conveyors based on experimental data 494-505 PDF
  Oleh Pihnastyi, Maksym Sobol, Anna Burduk
• Three-factor nonlinear regression model of estimating the size of java-software 506-518 PDF
  Oleksandr Oriekhov, Liubava S. Chernova, Tetyana Farionova
• Optimization geometric design in intelligent systems for ensuring safety 519-531 PDF
  Olha Starkova, Georgiy Yaskov, Andrii Chuhai
• Usage of OpenAPI specification in distributed microservicesoriented architecture of the information system for astronomical data processing 532-544 PDF
  Yuriy Netrebin, Yehor Bondar, Stanislav Orlov, Emil Hadzhyiev, Hanna Okhotko, Tetiana O. Trunova
• Protection of multilayer network systems from successive attacks on the process of intersystem interactions 545-557 PDF
  Olexandr Polishchuk