| Vol-3179 urn:nbn:de:0074-3179-9 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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-WS-2021
Information Technology and Implementation 2021

### Selected Papers of the VIII International Scientific Conference “Information Technology and Implementation" (IT&I-2021). Workshop Proceedings
Kyiv, Ukraine, December 1-3, 2021.

Edited by

### Anatoly Anisimov *
Vitaliy Snytyuk *
Aldrich Chris **
Andreas Pester ***
Frederic Mallet ****
Hiroshi Tanaka *****
Iurii Krak *
Karsten Henke ******
Mykola Nikitchenko *
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 99 papers submitted for peer-review to this conference. Out of these, 40 papers were accepted for this volume, 25 as regular papers and 15 as short papers.

### Section 1: Artificial Intelligence Technologies

- Parameter Debugging (Regulation) Method of Helicopters Aircraft Engines in Flight Modes Using Neural Networks 1-14
  Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev
- On Semi-Automatic Creation of Dataset for Multi-Document Automatic Summarization of News Articles an Forum Threads 15-24
  Volodymyr Taranukha, Tetiana Horokhova, Yaroslav Linder
- 3D Models Classification with Use of Convolution Neural Network 25-34
  Karyna Khorolska, Bohdan Bebeshko, Alona Desiatko, Vitaliy Lazorenko
- The Advertising Prediction Model Based on Machine Learning Technologies 35-44
  Anastasiia Ivanytska, Liudmyla Zubyk, Yaroslav Zubyk, Dmitry Ivanov
- Review of Neural Networks Application in UAV Routing Problems 45-54
  Maksym Ogurtsov
- The Concept of Nearest Fuzzy Sets (Kronecker Proximity) and its Application for Data Representation and Decision Making Under Uncertainty 55-68
  Julia Minaeva
- The Method of Fractal Structuring as on Evolutionary Method of Global Optimization 69-78
  Maryna Antonevych, Vitaliy Snytyuk, Natalia Tmienova

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

- Current State and Trends in the Development of E-Commerce Software Protection Systems 79-88
  Valentyna Pleskach, Viktor Krasnoshchok, Mariia Melnyk, Svitlana Klymenko, Romanas Tumasonis
- Optimization of Portfolio Marketing Strategy Based on Data Science Technologies 89-100
  Galyna Chornous, Yana Fareniuk
- Ontologically-Controlled E-Learning Systems as a Means for Developing Conceptual Thinking of the Individual 101-111
  Viacheslav Liskin, Taras Olefirenko, Alexander Mytnyk, Sergiy Syrota
- Application of Cluster Analysis for Condition Assessment Banks in Ukraine 112-121
  Hrygorii Hnatiienko, Volodymyr Domrachev, Volodymyr Saiko, Tatyana Semenenko, Violeta Tretynyk,
- Development of Heart Disease Diagnosis Concept Using Machine Learning 122-133
  Bohdan Koval, Iulia Khlevna, Svitlana Shabatska
- A Machine Learning Approach to the Atherosclerosis Prediction Based on Clinical Data 134-143
  Dariya Mochalova, Vladyslav Lavrynovych, Kateryna Kolesnikova

### Section 3: Mathematical Foundations of Information Technology

- Theoretical Bound of the Complexity of Someextragradient-Type Algorithms for Variational Inequalities in Banach Spaces 144-155
  Serhii Denysov, Vladimir Semenov
- A Modified Technique for Constructing Nonlinear Regression Models Based on the Multivariate Normalizing Transformations 156-166
  Sergiy Prykhodko, Natalia Prykhodko
- Information Technology for Chest XRay Images Analysis 167-179
  Oleksii Bychkov, Kateryna Merkulova, Yelyzaveta Zhabska, Oleh Stelmakh
- Taking into Account a Priori Uncertainty in the Model of Maintenance of Objects with Time Redundanc 180-193
  Borys Kredentser, Dmytro Mogylevych, Ihor Subach, Iryna Kononova
- Models and information Technology Implementation of Contact Interaction of Theedge of a Rock Cutting Tool with Granular Rocks Modeling 194-204
  Yaroslav Petrivskyi, Mykhailo Tymchuk, Volodymyr Petrivskyi, Viktor Shevchenko

### Section 4: Cyberspace Protection Technologies & Network and Internet Technologies

- Substantiation of Information Technology on Improving the Accuracy of the Signal Synchronization Received by the Radio Technical System 205-214
  Oleksandr Turovsky, Valerii Kozlovskyi, Yuliia Boiko, Vitaliy Klobukov
- An IoT Solution: A Fitness Trainer 215-226
  Yaroslav Hladkyi, Myroslava Gladka, Mykola Kostikov, Rostyslav Lisnevskyi,
- Methods of Determining the Influence of Physical Obstructions on the Parameters of the Signal of Wireless Networks 227-240
  Andriy Dudnik, Biljana Presnall, Maksym Tyshchenko, Olexander Trush
- Methods for Increasing the Lifetime of Wireless Sensor Networks with Excessive Number of Nodes 241-250
  Illia Kovalenko, Yevhen Stepanenko, Mykola Masesov
- Control System of Electrotechnical Phytotron Complex with the Use of Internet of Things Technology 251-261
  Taras Lendiel, Nikolay Kiktev, Natalia Pasichnyk
- Method for Identification of Critical Information Infrastructure Objects of the State 262-271
  Serhii Toliupa, Ivan Parkhomenko, Viktoriia Antoniuk
- Method of Forming the Functional Security Profile for the Sectoral Information and Telecommunication Systems 272-283
  Sergiy Gnatyuk, Oleksiy Yudin, Viktoriia Sydorenko, Artem Polozhentsev, Rashit Brzhanov

### Short Papers

- The Neural Network Method for Solving an Evolutionary Partial Differential Equation in a Bounded Domain with a Piecewise Smooth Surface 284-292
  Iryna Vergunova
- Algorithm for Increasing the Stability Level of Cryptosystems 293-301
  Roman Kvyetnyy, Yaroslav Ivanchuk, Andrii Yarovyi, Yurii Horobets
- The Elimination of Human Factor and its Effects in Corrupting Security 302-310
  Volodymyr Nakonechnyi, Natalia Lukova-Chuiko, Anastasiia Petrenko, Anna Kyrylenko
- Model of Transformation of the Alphabet of the Encoded Data as a Tool to Provide the Necessary Level of Video Image Qualityi in Aeromonitoring Systems 311-319
  Serhii Khmelevskiy, Ivan Tupitsya, Maksym Parkhomenko, Yan Borovensky
- Information Technology for Forecasting and Guaranteeing of Software-Hardware Complexes Information Security Indicators 320-328
  Victoriia Mironova, Mykola Pyroh, Iryna Harko
- Transformer-based Model for Text Classification in Ukrainian 329-337
  Larysa Katerynych, Maksym Veres, Eduard Safarov
- Use of Semantic Technologies for Validation of e-Learning Outcomes 338-346
  Julia Rogushina, Sergiy Priyma, Oksana Strokan, Anatoly Gladun
- Analysis and Interpretation of Empirical Data Obtained by BCI Epoc 14+ 347-353
  George Dimitrov, Oleksandr Mitsa, Galina Panayotova, Vasyl Martsenyuk, Inna Dimitrova, Eugenia Kovatcheva, Boyan Jekov, Iva Kostadinova
- A Model of Information Influences on the Base of Rectangular Stochastic Matrices in Chains of Reasoning with Possible Contradictions 354-361
  Oleksiy Oletsky
- The Model for Justification of the Structure of Special Purpose Telecommunications System 362-370
  Oleksiy Mavrenkov, Oleksiy Kononov, Viktor Yerko, Andriy Zirka
- Studying Pulseforming Networks with Help of Computer Simulation 371-379
  Oleksandr Pliushch, Yurii Kravchenko, Anatolii Rybydajlo
- Method of Routing Functions Virtualization in the Modern Networks 380-388
  Kyryl Nikolchev, Yurii Ahafonov, Olena Starkova, Kostiantyn Herasymenko
- Semantic Profile of Corporate Web Resources 389-397
  Viacheslav Zosimov, Oleksandra Bulgakova, Valeriy Pozdeev
- Information System for Meetings, Conferences and Trainings with Voting Possibility 398-406
  Oleksii Bilyk, Iryna Vergunova
- Use of Neural Networks for Pattern Recognition in E-Commerce 407-415
  Ihor Ponomarenko, Igor Panasiuk, Volodymyr Pavlenko, Oleksandr Panasiuk, Oleg Kalmykov

2022-06-21: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2022-08-02: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|