| Vol-3373 urn:nbn:de:0074-3373-0 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# IntelITSIS 2023
Intelligent Information Technologies & Systems of Information Security 2023

### Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS

### Khmelnytskyi, Ukraine, March 22–24, 2023.

Edited by

### Tetiana Hovorushchenko *
Oleg Savenko *
Peter T. Popov **
Sergii Lysenko *

* Khmelnytskyi National University, Computer Engineering & Information Systems Department, Khmelnytskyi, Ukraine
** City University of London, Centre for Software Reliability, London, Great Britain

## Table of Contents

- Preface
  Summary: There were 131 papers submitted for peer-review to this workshop. Out of these, 54 papers were accepted for this volume, 53 as regular papers and 1 as short paper.
- Committees
- Organizer and Partners

### Plenary Session: Invited Talks

- Towards Intelligent Technology for Error Detection and Quality Evaluation of Business Process Models 1-14
  Andrii Kopp, Dmytro Orlovskyi
- Collaborative Decision-Making Models in Flight Emergency “Landing Gear Failure on Takeoff” 15-33
  Tetiana Shmelova, Yuliya Sikirda, Maxim Yatsko, Illia Marіenkov, Yelyzaveta Sahun
- Method for Creating a Computer Agent Based on the Jordan-Elman Neural Network for Supply Chains 34-47
  Eugene Fedorov, Olga Nechyporenko, Tetiana Neskorodieva
- Issues of formalization of risk management process in software design 48-57
  Liudmyla Bilousiva, Liudmyla Gryzun, Natalia Zhytienova, Valentyna Pikalova
- Analysis of quality indicators of digital images obtained by different photo-recording systems 58-75
  Bohdan Kovalskyi, Myroslava Dubnevych, Tetyana Holubnyk, Lyudmyla Mayik, Zoryana Selmenska
- Intelligent Neural Networks Models for the Technological Separation Processes 76-86
  Andrey Kupin, Dmytro Zubov, Yuriy Osadchuk, Rodion Ivchenko, Vadym Saiapin

### Session 1: Intelligent Information Technologies

- Formation and Analysis of Gene Expression Data Based on the Joint Use of Data Mining and Machine Learning Techniques 87-98
  Lyudmyla Yasinska-Damri, Sergii Babichev, Aleksander Spivakovsky, Oleksandr Lemeshchuk
- Information Technology for Logistics Infrastructure based on Digital Visualization and WEB-cartography under the Conditions of Military Conflicts 99-116
  Ilona Dumanska, Olga Pavlova, Houda El Bouhissi
- Radar Target Recognition Based on Machine Learning 117-128
  Volodymyr Motyka, Mariia Nasalska, Yaroslav Stepaniak, Victoria Vysotska, Myroslava Bublyk
- Neuro-Fuzzy Control of Spray Drying Food Machine 129-145
  Katerina Zubkova, Volodymyr Sherstjuk
- Data Processing of Ethylbenzene Oxidation Process using the Artificial Neural Networks 146-158
  Taras Chaikivskyi, Bohdan Sus, Sergiy Zagorodnyuk, Oleksandr Bauzha
- Information Technology for Predicting the Course of Climacteric Syndrome 159-173
  Kira Bobrovnikova, Ivan Hurman, Olha Hovorushchenko, Olha Horbatiuk, Sergii Lysenko
- Mobile Information System for Determining the Level of Creatine in Food Products 174-184
  Tetiana Hovorushchenko, Denys Kvasnitskyi, Olha Hovorushchenko, Iryna Zasornova, Artem Boyarchuk
- Information model of the UnispherTM platform for creation and using the smart content for education 185-194
  David Arie, Roman Kvyetnyy, Oleh Bisikalo, Yuriy Bunyak
- Information System of Air Quality Assessment Based of Ground Stations and Meteorological Data Monitoring 195-205
  Bohdan Molodets, Volodymyr Hnatushenko, Daniil Boldyriev, Tetiana Bulana
- Deep Learning Models for Ukrainian Text to Speech Synthesis 206-216
  Serhii Kondratiuk, Danylo Hartvih, Iurii Krak, Olexander Barmak, Vladislav Kuznetsov
- Real-time ML algorithms for the detection of dangerous objects in critical infrastructures 217-226
  Ivan Azarov, Sergiy Gnatyuk, Marek Aleksander, Ilya Azarov, Assel Mukasheva
- A Novel Feature Vector for ECG Classification using Deep Learning 227-238
  Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergіi Petrovskyi, Iurii Krak
- Modified convolutional neural network for pattern recognition of malaria cells 239-248
  Ievgen Fedorchenko, Andrii Oliinyk, Aleksandr Stepanenko, Maksym Chornobuk, Tetiana Fedoronchak
- Recognition of Explosive Devices Based on the Detectors Signal Using Machine Learning Methods 249-260
  Lesia Mochurad, Vitalii Savchyn, Oleksandr Kravchenko
- Development of the Structure of the Ontooriented Database of Information System «Image Therapist» 261-270
  Serhii Lupenko, Oleksandra Orobchuk, Ihor Kateryniuk
- Identification of Factors Influencing the Design Processes in Startups 271-281
  Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Nikita Tarasov
- Research of Speech Signals Backgrounds of the Ukrainian Language Using the Wavelet Transform 282-291
  Оleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Natalya Kustra
- A method of language units classification oriented to automated transcribing 292-301
  Oksana Kovtun, Viacheslav Kovtun
- Design and Optimization of Multi-Page Publications for High-Quality Rendering 302-319
  Vsevolod Senkivskyy, Tetyana Holubnyk, Bohdana Havrysh, Nataliia Snihur
- Natural Language Interface to Database Approach in the Task of Relational Databases Design 320-331
  Kateryna Yalova, Kseniia Yashyna, Abdel-Badeeh M. Salem
- Modeling of the Braille Font Elements Creation Process Using Regression Analysis 332-342
  Volodymyr Mayik, Lyudmyla Mayik, Kseniya Bazylyuk, Myroslava Dubnevych, Volodymyr Lytvynenko
- Technology and Scenarios for Objects 3D Models visualization using Augmented Reality 343-353
  Olga Pavlova, Andriy Bashta, Mariia Kostiuk, Houda El Bouhissi
- World Universities Strategic Analysis Based on Data from the QS World University Rankings 354-375
  Myroslava Bublyk, Orest Slava, Victoria Vysotska, Liubov Kolyasa, Olha Vlasenko

### Session 2: Systems of Information Security

- Associative Rule Mining for the Assessment of the Risk of Recidivism 376-387
  Olha Kovalchuk, Serhiy Banakh, Mykhailo Kasianchuk, Nadiia Moskaliuk, Valerii Kaniuka
- Algorithm and data encoding/decoding devices based on two-dimensional modular correction codes 388-400
  Vasyl Yatskiv, Taras Tsavolyk, Nataliya Yatskiv, Vasyl Koval, Stepan Ivasiev
- Distributed System for Predicting Malicious Activity in Computer Networks 401-410
  Denys Liubinetskyi, Antonina Kashtalian, Tomas Sochor, Andrii Selskyi, Olexandr Klein
- A Data Collection System from the RPL Routing Protocol for Detecting Distributed Denial of Service Attacks in IoT Networks 411-424
  Anastasiia Nicheporuk, Andrii Nicheporuk, Andrzej Kwiecien, Serhii Posonskyi, Galina Radelchuk
- The Method of Joint Execution of the Basic Operations of the Rabin Cryptosystem 425-436
  Mykhailo Kasianchuk, Ihor Yakymenko, Solomiya Yatskiv, Oksana Gomotiuk, Lesia Bilovus
- The Hardware and Software Part of a Distributed Decentralized Systems Detection Malicious Software 437-451
  Oleg Savenko, Mykola Stetsyuk, Yuriy Stetsyuk, Antonina Kashtalian, Bohdan Savenko
- Protection of data transmission in remote monitoring tools by anonymization 452-463
  Anatoliy Melnyk, Jean-Yves Le Boudec, Yurii Morozov, Bohdan Havano, Petro Hupalo
- Protection of the Information System of the Printing Enterprise from Cyber Threats 464-474
  Bohdan Durnyak, Petro Shepita, Lyubov Tupychak
- A distributed malware detection model based on sandbox technology 475-485
  Pavlo Rehida, Tomas Sochor, Valeriy Martynyuk, Olha Tarasova, Viktoriia Orlenko
- Signature-based approach to detecting malicious outgoing traffic 486-506
  Nataliia Petliak, Yurii Klots, Vira Titova, Viktor Cheshun, Artem Boyarchuk
- Informational and procedural description of an energy-active control object behavior under active threats conditions 507-517
  Liubomyr Sikora, Nataliia Lysa, Rostyslav Tkachuk, Olga Fedevych
- Improved Method for Penetration Testing of Web Applications 518-528
  Aasso Ziro, Sergiy Gnatyuk, Shara Toibayeva
- Blockchain-based Deep Learning Algorithm for Detecting Malware 529-538
  Dmytro Denysiuk, Olena Geidarova, Mariia Kapustian, Sergii Lysenko, Anatoliy Sachenko

### Session 3: Computer systems and networks

- Combined Processing of Satellite and UAV Data to Increase the Classification Reliability 539-552
  Irina Vasilyeva, Vladimir Lukin, Vyacheslav Kharchenko, Andriy Nereta
- Theoretical and practical basics of creating a virtual microcontroller system of relay power supply of the heating element 553-565
  Alexandr Zasornov, Iryna Zasornova, Kira Bobrovnikova, Viktoriia Buzyl
- Recognizing the Situations and Supporting the Decision-Making in the Residential Luminosity Control Subsystem of «Smart House» Cyber-Physical System 566-588
  Tetiana Hovorushchenko, Serhii Aleksov, Egor Ishtvan, Oleg Voichur, Peter T. Popov
- A Self-Organized Automated System to Control Unmanned Aerial Vehicles for Object Detection 589-600
  Oleksandr Melnychenko, Oleg Savenko
- Approaches to Time Delay Estimation for Wideband Signals Embedded in Non-Gaussian Noise Received by Two Sensors 601-615
  Viacheslav Oliinyk, Vladimir Lukin, Petro Brysin
- Intelligent Control in Unmanned Autonomous Aerial Mobility Systems 616-627
  Tetiana Shmelova, Dmytro Kucherov, Serge Dolgikh, Vasyl Kondratyuk, Oleksandr Kutsenko
- Behavioral Model of a Smart Grid Cyberphysical System Functioning under the Influence of MitM Cyberattacks 628-637
  Anastasiia Nicheporuk, Andrii Nicheporuk, Andrzej Kwiecien
- The Architecture of Optical Logical Coloroid with Fuzzy Computing 638-648
  Victor Timchenko, Yury Kondratenko, Vladik Kreinovich
- High-performance multi-bit adder-accumulators as components of the ALU in supercomputers 649-661
  Yaroslav Nykolaychuk, Volodymyr Hryha, Nataliia Vozna, Ihor Pitukh, Lyudmila Hryha
- Simulation of a Hybrid Operation of the System with a Simplified Version of the Fuzzy PD-Controller 662-671
  Bohdan Durnyak, Mikola Lutskiv, Petro Shepita
- Practical Implementation of Smart Contracts for Payment of Digital Goods 672-680
  Liliia Shumyliak, Luboš Cibák, Sergey Ostapov, Abdel-Badeeh M. Salem, Yaroslav Skrypnyk
- Finding Anomalies in the Operation of Automated Control Systems Using Machine Learning 681-698
  Yurii O. Hodlevskyi, Tetiana A. Vakaliuk, Oleksii V. Chyzhmotria, Olena H. Chyzhmotria, Oleh V. Vlasenko

2023-04-11: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2023-04-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|