| Vol-3347 urn:nbn:de:0074-3347-4 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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).

# IT&I-2022
Information Technology and Implementation 2022

### Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings
Kyiv, Ukraine, November 30 - December 02, 2022.

Edited by

### Anatoly Anisimov *
Vitaliy Snytyuk *
Aldrich Chris **
Andreas Pester ***
Frederic Mallet ****
Hiroshi Tanaka *****
Iurii Krak *
Karsten Henke ******
Oleg Chertov *******
Oleksandr Marchenko *
Sándor Bozóki ********
Vitaliy Tsyganok *********
Vladimir Vovk **********

* Taras Shevchenko National University of Kyiv, Ukraine
** Western Australian School of Mines, Australia
*** Fachhochschule Kärnten, Austria, Austria
**** Université Côte d’Azur, France
***** Tokyo Medical and Dental University, Japan
****** Technische Universität Ilmenau, Germany
******* National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute», Ukraine
******** Computer and Automation Research Institute Hungarian Academy of Sciences, Hungary, Hungary
********* Institute for Information Recording of the National Academy of Sciences of Ukraine, Ukraine
********** Royal Holloway, University of London, United Kingdom

## Table of Contents

- Preface
  Summary: There were 57 papers submitted for peer-review to this conference. Out of these, 34 papers were accepted for this volume, 25 as regular papers and 9 as short papers.

### Section 1: Artificial Intelligence Technologies

- Enhancement of Information Technology for Person Identification Based on Image Quality Features 1-10
  Oleksii Bychkov, Oleksii Ivanchenko, Kateryna Merkulova, Yelyzaveta Zhabska
- Modified Neural Network Method for Trend Analysis of Helicopter Turboshaft Engine Parameters at Flight Modes 11-29
  Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Olha Ivanovska
- Method of Dynamic Stock Buffer Management Based on a Connectionist Expert System 30-41
  Eugene Fedorov, Olga Nechyporenko
- Decision Support System for the Safety of Ship Navigation Based on Optical Color Logic Gates 42-52
  Victor Timchenko, Yury Kondratenko, Vladik Kreinovich
- Development of an Automatic System for Monitoring the Integrity of Power Cables Using Quasi-Distributed Fiber-Optic Sensors 53-68
  Ali Mekhtiyev, Aliya Alkina, Assiya Sarinova, Ilyas Kazambayev, Lalita Kirichenko
- Anomalies Analysis and Detection Using Computer Vision for Finding Defects in Plant Leaves Images 69-79
  Bohdan Koval, Iulia Khlevna
- Investigation of Artificial Intelligence Methods in the Short-Term and Middle-Term Forecasting in Financial Sphere 80-89
  Yuriy Zaychenko, Helen Zaichenko, Oleksii Kuzmenko
- Recognition and Classification Apple Fruits Based on a Convolutional Neural Network Model 90-101
  Alexey Kutyrev, Nikolay Kiktev, Oleksii Kalivoshko, Ruslan Rakhmedov
- Survey on Plagiarism Challenges 102-111
  Volodymyr Taranukha

### Section 2: Data Analytics & E-commerce, E-government and E-learning Technologies

- Optimization of Marketing Decisions Based on Machine Learning: Case for Telecommunications 112-124
  Galyna Chornous, Yana Fareniuk
- Business Reputation Strategy of Enterprise in Social Media: Molokiya's Case 125-136
  Oksana Shymanska, Oleksandr Dluhopolskyi, Alina Zhukovska, Nataliia Bolkvadze, Anzhela Lohush,
- E-learning Research within New European Paradigm 137-147
  Tetyana Sergeyeva, Sergiy Bronin, Tadej Glazar, Jim Njoo
- C2C Application as an Example of Eshop for Handmade: Tools, Security Issues, Basic Technologies 148-158
  Valentyna Pleskach, Viacheslav Zosimov, Oleksandra Bulgakova, Mariia Pleskach, Eva Volnyanska

### Section 3: Mathematical Foundations of Information Technology

- Trend Detection in Short Time Series Using Discrete Wavelet Transform 159-168
  Lyudmyla Kirichenko, Tamara Radivilova, Oksana Pichugina, Larysa Chala, Danyil Khandak
- Mathematical Support of the Task of Determining the Strategic Directions of Development and Priorities of the Organization 169-184
  Hryhorii Hnatiienko, Vitaliy Snytyuk, Nataliia Tmienova, Dmytro Zatonatskiy, Oksana Zhylinska
- Some Ways of Counteracting Possible Manipulations Within the AHP on The Base of Weighted Linear Equations 185-194
  Oleksiy Oletsky, Dmytro Dosyn
- Fuzzy Conceptual Knowledge Extraction and Retrieval Within Fuzzy Classes Decomposition 195-211
  Dmytro O. Terletsky, Sergey V. Yershov

### Section 4: Cyberspace Protection Technologies

- Data Processing Centre's Cyberattack Protection Directions on the Base of Neural Network Algorithms 212-221
  Yanina Shestak, Serhii Toliupa, Anatolii Shevchenko, Anna Torchylo, Ogbu James Onyigwang
- Parallelization of the VAR Algorithm Family to Increase the Efficiency of Forecasting Market Indicators During Social Disaster 222-233
  Artem Khovrat, Volodymyr Kobziev, Alexei Nazarov, Sergiy Yakovlev
- Method for Calculating the Criticality Level of Sectoral Information and Telecommunication Systems 234-245
  Sergiy Gnatyuk, Viktoriia Sydorenko, Oleksii Yudin, Oksana Zhyharevych, Artem Polozhentsev

### Section 5: Network and Internet Technologies

- Training set AERIAL SURVEY for Data Recognition Systems From Aerial Surveillance Cameras 246-255
  Valery Zivakin, Oleksandr Kozachuk, Pylyp Prystavka, Olha Cholyshkina
- Towards the Enterprise Architecture Web Mining Approach and Software Tool 256-268
  Andrii Kopp, Dmytro Orlovskyi
- A Model of the Application of IoT Devices Based on RFID to Ensure the Safety of the Military and Civilian Population under War Conditions 269-278
  Myroslava Gladka, Alexander Kuchansky, Mykola Kostikov, Rostyslav Lisnevskyi
- Information Modeling through GIS for Visualizing Air Alarms 279-289
  Olga Leshchenko, Yuri Kravchenko, Nazar Yaroshchuk, Pavlo Krasnopyorov
- Overview of Intelligent Systems for Monitoring the Integrity of Technical Objects Based on Distributed Fiber-optic Sensors 290-306
  Ali Mekhtiev, Aliya Alkina, Alexandr Neftissov, Ilyas Kazambayev, Lalita Kirichenko

### Short Papers

- Building an Optimal Investment Portfolio with Python Machine Learning Tools 307-315
  Vitaliy Kobets, Serhii Savchenko
- Pre-pathological Diagnostic Criteria for Professional Burnout in Healthcare Workers 316-324
  Igor Zavgorodnii, Iryna Perova, Olena Litovchenko, Tetiana Bahlaienko
- Modeling the Optimal Grocery Store Trading Area using Machine Learning Methods 325-333
  Olena Liashenko, Bohdan Yakymchuk
- A Study on Station-Based Carsharing Service’s Price Prediction Methods 334-340
  Beibut Amirgaliyev, Dana Rakym, Shynar Bolatova,
- An Effective Approach to Image Embeddings for E-Commerce 341-349
  Volodymyr Kubytskyi, Taras Panchenko
- Nonparametric Change Point Detection in Time Series Using Dempster–Hill procedure 350-357
  Dmitriy Klyushin, Irina Martynenko
- Management of Security Risks of Information Resources in Information and Telecommunication Systems Using Expert Procedures 358-366
  Petro Snitsarenko, Yuri Sarychev, Andrii Fesenko, Viktor Zubkov, Yurii Pishchanskyi
- Comparative Analysis of Machine Learning Models with Different Types of Data Representations for Detecting Malicious Files 367-375
  Alan Nafiiev, Hlib Kholodulkin, Andrii Rodionov, Dmytro Lande
- Analysis of Semantic Similarity between Sentences Using Transformer-based Deep Learning Methods 376-384
  Igor Onyshchenko, Anatoly Anisimov, Oleksandr Marchenko, Mariam Isoieva

2023-01-29: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2023-02-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|