IT&I-2022
Information Technology and Implementation 2022

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