AdvAIT 2024

Table of Contents

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• Information technologies in IT education as a factor of digitalization of Ukrainian society 1-13 PDF
  Volodymyr V. Hnatushenko, Natalya Sokolova
• Information system to enhance agricultural production efficiency based on sustainable development principles 14-25 PDF
  Volodymyr V. Hnatushenko, Bohdan Molodets, Tetiana Bulana, Victor Shuleshko
• Comparison of ResNet, EfficientNet, and Xception architectures for deepfake detection 26-34 PDF
  Khrystyna Lipianina-Honcharenko, Nazar Melnyk, Mykola Telka
• Assessment and prognostic models of the efficiency of anilox rollers cleaning process 35-44 PDF
  Vyacheslav Repeta, Yurii Kukura, Tetiana Kukura, Ihor Myklushka, Bohdan Durnyak
• Efficiency of optimization algorithms in the problem of graphic objects placement 45-54 PDF
  Dmytro Palamarchuk, Oleksandr Tymchenko, Bohdan Kovalskyi, Orest Khamula, Bohdana Havrysh
• Machine learning methods’ comparison for land surface temperatures forecasting due to climate classification 55-68 PDF
  Tetyana Hovorushchenko, Vitaly G. Levashenko, Vitalii Alekseiko
• Mathematical model for digital transformation of business processes in the coordinates of digital marketing 69-77 PDF
  Eleonora Zabarna, Marharyta Pierkova, Sava Kostiuk, Andrii Kuzmin, Olga Pavlova
• GIS-based remote sensing identification method of thermal pollution in cities: case study of Lutsk, Ukraine and Lublin, Poland 78-83 PDF
  Olga Pavlova, Vitalina Fedoniuk, Ihor Konstankevych, Dominika Riznyk, Mykola Fedoniuk
• Method for analysis and formation of representative text datasets 84-98 PDF
  Olexander Barmak, Iurii Krak, Olexander Mazurets, Maryna Molchanova, Olena Sobko
• Formation of an indicator of the information message reliability level by fuzzy logic toolkit 99-112 PDF
  Vsevolod Senkivskyy, Iryna Pikh, Alona Kudriashova, Lyubov Tupychak, Roman Andriiv
• Hierarchical modeling of factors influencing the quality of interactive editions design 113-128 PDF
  Irina Kalinina, Vsevolod Senkivskyy, Iryna Pikh, Alona Kudriashova, Yurii Slipetskyi
• Decision support system for enforcement of child support obligations 129-138 PDF
  Artem Boyarchuk, Yurii-Antonii Zborivskyi, Inna Martyniuk, Alla Herts, Yelyzaveta Hnatchuk
• Information technology for verification of the legality of the mortgage agreement for an enterprise as a single property complex 139-149 PDF
  Alla Herts, Yelyzaveta Hnatchuk, Tetyana Hovorushchenko, Volodymyr Tsikalo, Elena N. Zaitseva
• Distributed intelligent system architecture for UAV-Assisted monitoring of wind energy infrastructure 150-161 PDF
  Pavlo Radiuk, Serhii Svystun, Andrii Lysyi, Oleksandr Melnychenko, Oleg Savenko
• Dynamics of tax revenue growth in ensuring regional development using machine learning 162-171 PDF
  Svitlana Sachenko, Oksana Desyatnyuk, Iryna Novosad, Fedir Tkachyk, Danylo Severynenko
• A computerized method for predicting the risk of powdery mildew in wheat based on software analysis of soil and climatic monitoring data 172-185 PDF
  Maryna Derzhevetska, Sergii Semenov, Dmytro Moroz, Ivan Laktionov, Grygorii Diachenko
• Hybrid method for restoring missing sensor data with adaptive control based on neuro-fuzzy networks 186-200 PDF
  Victoria Vysotska, Serhii Vladov, Viktor Vasylenko, Maciej Dobrowolski, Anatoly Sachenko
• Attack detection system based on network traffic analysis by means of fuzzy inference 201-213 PDF
  Yurii Klots, Vira Titova, Nataliia Petliak, Abdel-Badeeh M. Salem
• Information in image using ideal ring bundles 214-223 PDF
  Yurii Kynash, Oleg Riznyk
• A model of a centralized security system, as an information technology for the synthesis of an OS architecture protected against the leakage of confidential information 224-233 PDF
  Kyrylo Voznyi, Yuriy Stetsyuk, Vadym Paiuk, Mykola Stetsyuk, Miroslav Kvassay
• A model of an intelligent clustering system with an external module for the architecture of RTOS with intensive changes of states regarding their flexibility and balancing 234-243 PDF
  Dmytro Martiniuk, Anatoly Sachenko, leksandr Kozelskiy, Antonina Kashtalian, Vasyl Stetsyuk
• Modeling the detection process of polymorphic malware based on the Lotka-Volterra model 244-253 PDF
  Tomas Sochor, Maksym Yu. Chaikovskyi, Inna I. Chaikovska, Inna Martyniuk, Oleksii Lyhun
• Experimental study of the method for prioritizing IT incidents at critical information infrastructure facilities of the state 254-265 PDF
  Viktoriia Sydorenko, Artem Polozhentsev, Sergiy Gnatyuk, Nazerke Baisholan
• Cybersecurity of hierarchical structured systems in emergency response 266-276 PDF
  Olga Fedevych, Nazarii Khyliak, Natalya Lysa, Liubomyr S. Sikora
• Detecting software implants using system decoys 277-287 PDF
  Oleg Savenko, Sergiy Lysenko, Dmytro Denysiuk, Andrii Nicheporuk, Bohdan Savenko
• Development of the social engineering attack models 288-303 PDF
  Piotr Gaj, Oleksandr Bokhonko, Sergiy Lysenko