| Vol-3899 urn:nbn:de:0074-3899-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 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).

# AdvAIT 2024
The 1st International Workshop on Advanced Applied Information Technologies

### Proceedings of the 1st International Workshop on Advanced Applied Information Technologies with CEUR-WS

### Khmelnytskyi, Ukraine, Zilina, Slovakia, December 5, 2024.

Edited by

### Tetiana Hovorushchenko *
Elena Zaitseva **
Sergii Lysenko *
Vitaly Levashenko **

* Khmelnytskyi National University, Information Technologies' Faculty, Khmelnytskyi, Ukraine
** University of Zilina, Laboratory on Reliability Engineering and Computational Intelligence, Zilina, Slovakia

## Table of Contents

- Preface
  Summary: There were 66 papers submitted for peer-review to this workshop. Out of these, 26 papers were accepted for this volume, all 26 as regular papers.
- Committees
- Organizer and Partners

### Advanced Applied Information Technologies

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

2024-12-26: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2025-01-17: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|