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ICST 2024: Odessa, Ukraine
- Algirdas Pakstas, Yuriy P. Kondratenko, Vladimir Vychuzhanin, Hang Yin, Nickolay Rudnichenko:
Proceedings of the 12th International Conference Information Control Systems & Technologies (ICST 2024), Odesa, Ukraine, September 23-25, 2024. CEUR Workshop Proceedings 3790, CEUR-WS.org 2024
Session 1 : Information control systems
- Oleksiy V. Kozlov, Galyna V. Kondratenko, Anna Aleksieieva, Maksym Maksymov, Olga Tarakhtij:
Swarm optimization of the drone's intelligent control system: comparative analysis of hybrid techniques. 1-12 - Denys Volkov, Vira Liubchenko:
Securing microservices: challenges and best practices. 13-25 - Nickolay Rudnichenko, Vladimir Vychuzhanin, Andrii Simanenkov, Tetiana Otradskya, Denys Shvedov, Igor Petrov:
Large language models for processing and intellectual large volumes heterogeneous texts analysis with identifying bots in social networks. 26-37 - Gennady Khalimov, Yevgen Kotukh, Maksym Kolisnyk, Svitlana Khalimova, Oleksandr Sievierinov, Maksym Korobchynskyi:
LINE: Cryptosystem based on linear equations for logarithmic signatures. 38-49 - Oleg Riznyk, Yurii Kynash, Yuriy Pelekh, Evgeny Savelov, Evgeny Matviychuk, Liubomyr Flud:
Adaptive interference-resistant encoding using Barker-like sequences. 50-62 - Natalia Axak, Andrii Tatarnykov, Maksym Kushnaryov:
Agent-based method of improving the efficiency of the elearning. 63-75 - Oleh Pihnastyi, Victoriya Usik, Georgii Kozhevnikov, Oleksii Matiash:
Neural network-based approach for predicting the flow material in transport systems. 76-86 - Oleksandr Lysenko, Olena Tachinina, Oleksandr Guida, Iryna Alekseeva, Vladyslav Kutiepov:
Generalized integro - differentiating controller for mechatronic devices of mobility nodes of humanoid robots. 87-98 - Inna Rozlomii, Andrii Yarmilko, Serhii Naumenko, Pavlo Mykhailovskyi:
Hardware encryptors and cryptographic libraries for optimizing security in IoT. 99-109 - Oleksii Pestov, Halyna H. Kyrychek, Mariia Tiahunova:
Yggdrasil routing scheme as a basis for large-scale decentralized mesh networks. 110-122
Session 2 : Intelligent systems and data analysis
- Victor L. Timchenko, Vladik Kreinovich, Yuriy P. Kondratenko:
Color optical computing: visualization, numbers, alphabet. 123-132 - Georges Bou Ghantous:
Enhancing DevOps Using AI. 133-145 - Yuriy Zaporozhets, Artem Ivanov, Yuriy P. Kondratenko, Volodymyr Tsurkin:
Computer modeling of cyber-physical system based on digital twins of melt electric current treatment modes. 146-157 - Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak:
Method for neural network detecting propaganda techniques by markers with visual analytic. 158-170 - Zarina Poberezhna, Maksym Zaliskyi:
A method of cost-effective operation of equipment in the aviation enterprise with using intelligent technologies. 171-182 - Ivan Ostroumov, Nataliia Kuzmenko:
Estimation of horizontal flight efficiency for air traffic management system. 183-193 - Volodymyr V. Hnatushenko, Serhii Nikulin, Vita Kashtan, Olga Korobko:
Methodology for calculating the geological structure complexity index using remote sensing data to improve the efficiency of machine learning. 194-203 - Volodymyr Troianskyi, Olexander Bazyey, Sergii V. Khlamov, Tetiana O. Trunova, Stanislav Orlov:
Processing pipeline for data mining of the primary orbits of the Solar System objects using the Väisälä method. 204-215 - Sergii V. Khlamov, Vadym E. Savanevych, Vladimir Vlasenko, Emil Hadzhyiev, Yehor Bondar, Yuriy Netrebin:
Processing pipeline for automated data mining of the single astronomical objects from blurred CCD frames. 216-225 - Vladyslav Kotsovsky:
Hyperparameter tuning in the learning of multithreshold neurons. 226-237 - Vladimir Vychuzhanin, Nickolay Rudnichenko, Olga Guzun, Oleg Zadorozhnyy, Andrii Korol, Igor Gritsuk:
Artificial intelligence Integration in the diagnosis, prognosis and diabetic neovascular glaucoma treatment. 238-249 - Mykola Korablyov, Igor Kobzev, Oleksandr Chubukin, Danylo Antonov, Vladyslav Polous, Oleksandr Tkachuk:
Comparative analysis of models for short-term forecasting of electricity consumption. 250-261 - Oleksandr Chaban, Eduard Manziuk:
Enhancing medical NLI with integrated domain knowledge and sentiment analysis. 262-272 - Andrey Kupin, Dmytro Zubov, Maxim Kosei, Vladyslav Holiver:
Architecture of intelligent system for webservices scaling. 273-284 - Dmytro Zubov, Andrey Kupin, Nurlan Shaidullaev:
Indoor spatial cognition of the hearing/visually impaired: pentest-inspired WiFi heatmap on Android platform. 285-294 - Igor Petrov, Vladislav Mykhailenko, Roman Kharchenko, Yurii Gunchenko, Aleksandr V. Kochetkov, Oksana Zui:
Intelligent analysis of the causes of the Challenger space shuttle disaster. 295-305 - Andrey Kupin, Yurii Sherstnov, Yuriy Osadchuk, Olexander V. Savytskyi:
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 - Illia Boryndo, Victor Siveglazov, Michael Zgurovsky:
Multicriteria optimization of hybrid convolutional neural network structural synthesis using evolutionary algorithms. 318-330 - Yurii Mariiash, Oleksandr Stepanets, Andrii Safonyk:
Model predictive control for the blowing regime of the steelmaking process. 331-341 - Sergii Mashtalir, Dmytro Lendel:
Video pre-motion detection by fragment processing. 342-351 - Oleg Rudenko, Oleksandr Bezsonov, Oleg Ilyunin, Nataliia Serdiuk:
Application of neural networks for optimization of metal cutting parameters in AWJ. 352-364 - Dmytro Kolodochka, Marina Polyakova, Oleksandr Nesteriuk, Victor Makarichev:
LaMa network architecture search for image inpainting. 365-376 - Kostiantyn Khabarlak, Ivan Laktionov, Grygorii Diachenko:
Feature knowledge distillation using group convolutions for efficient plant pest recognition. 377-387 - Serhii Zinchenko, Oleh Tovstokoryi, Vadym Mateichuk, Pavlo Nosov, Ihor Popovych, Kostiantyn Kyrychenko:
Application of the conditional optimization method in the problem of vessel stormy sailing. 388-398 - Maksym Boiko, Viacheslav Moskalenko:
Training method for artificial intelligence system for robust and resource-efficient data block identification. 399-408 - Petro Hrytsiuk, Tetiana Babych, Olena Hladka, Maryna Nehrey:
Modeling of wheat yield in the steppe region of Ukraine using machine learning techniques. 409-421 - Kateryna Sergieieva, Olena Kavats, Volodymyr V. Vasyliev, Yurii Kavats, Oleksandr Kovrov:
Machine learning-based monitoring of war-damaged water bodies in Ukraine using satellite images. 422-434 - Oleksandr Tarasov, Dmytro Pavlenko, Liudmyla Vasylieva, Victor Kotsyuba, Vadym Shkarupylo:
Application of a systems engineering and SysML in the development of a universal die set for hydraulic presses. 435-445 - Anatolii Kargin, Tetyana Petrenko:
Feeling artificial intelligence. Attention engine model borrowed from living beings. 446-457 - Olena Arsirii, Oleksii Ivanov, Sergiy Smyk, Vadym Oliinyk, Kyrylo Bieliaiev:
Intelligent information technology for multi-criteria vulnerability assessment of gas stations to the main types of accidents. 458-470
Session 3: Modeling and software engineering
- Svetlana Antoshchuk, Galina Shcherbakova, Sergey Kondratyev, Daria Koshutina, Oleksandr Usov:
Wavelet transform based optimization method for ThreeDimensional computer vision. 471-482 - Oleksandr Fomin, Sergii Polozhaenko, Petro Bidyuk, Oleksii Tataryn, Andrii Prokofiev:
Improving measurements accuracy in weight-in-motion systems using dynamic neural networks. 483-493 - Oleh Pihnastyi, Maksym Sobol, Anna Burduk:
Predictive analysis of the interval material flow rates in transport conveyors based on experimental data. 494-505 - Oleksandr Oriekhov, Tetyana Farionova, Liubava S. Chernova:
Three-factor nonlinear regression model of estimating the size of java-software. 506-518 - Andrii Chuhai, Georgiy Yaskov, Olha Starkova:
Optimization geometric design in intelligent systems for ensuring safety. 519-531 - Stanislav Orlov, Tetiana O. Trunova, Emil Hadzhyiev, Hanna Okhotko, Yehor Bondar, Yuriy Netrebin:
Usage of OpenAPI specification in distributed microservicesoriented architecture of the information system for astronomical data processing. 532-544 - Olexandr Polishchuk:
Protection of multilayer network systems from successive attacks on the process of intersystem interactions. 545-557
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