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