| Vol-3137 urn:nbn:de:0074-3137-4 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).

# CMIS-2022
Computer Modeling and Intelligent Systems 2022

### Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022)

### Zaporizhzhia, Ukraine, May 12, 2022.

Edited by

### Sergey Subbotin *

* National University "Zaporizhzhia Polytechnic", Faculty of Computer Science and Technologies, Zaporizhzhia, Ukraine

## Table of Contents

- Cover, Preface, Organization, Committees, and Reviewers
  Summary: There were 53 papers submitted for peer-review to this workshop. Out of these, 25 papers were accepted for this volume, 25 as regular papers and 0 as short papers.

- The Problem of Convergence of Classifiers Construction Procedure in the Schemes of Logical and Algorithmic Classification Trees 1-13
  Igor Povkhan, Oksana Mulesa, Olena Melnyk, Yuriy Bilak, Volodymyr Polishchuk
- Neural Network Forecasting Method for Inventory Management in the Supply Chain 14-27
  Oleg Grygor, Eugene Fedorov, Olga Nechyporenko, Mykola Grygorian
- Helicopters Aircraft Engines Self-Organizing Neural Network Automatic Control System 28-47
  Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev
- Feature Engineering and Missing Data Imputation Method of Medical Data Analysis 48-57
  Natalya Shakhovska, Nataliia Melnykova
- Model of Finding Associative Rules in Inhomogeneous Data of Semantic Networks 58-67
  Nataliya Boyko, Vladyslav Mykhailyshyn
- Aggregate Parametric Representation of Image Structural Description in Statistical Classification Methods 68-77
  Svitlana Gadetska, Volodymyr Gorokhovatskyi, Natalya Styaglick, Nataliia Vlasenko
- Using the Temporal Data and Three-dimensional Convolutions for Sign Language Alphabet Recognition 78-87
  Serhii Kondratiuk, Iurii Krak, Vladislav Kuznetsov, Anatoliy Kulias
- Neuroevolutionary Mechanisms in the Synthesis of Spiking Neural Networks 88-97
  Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Matviy Ilyashenko, Artem Borovikov
- Method of Forming the Context of Advertising and Target Audience based on Associative Rules Learning 98-107
  Lipianina-Honcharenko Khrystyna, Taras Lendiuk, Anatoliy Sachenko, Jacek Woloszyn
- Methodology for Control of Helicopters Aircraft Engines Technical State in Flight Modes Using Neural Networks 108-125
  Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev
- Model for Finding Frequent Sets in FP-growth for Multimodal Data 126-143
  Nataliya Boyko, Oleksandr Tkachyk
- The Pseudorandom Key Sequences Generator Based on IV-Sets of Quaternary Bent-Sequences 144-153
  Elena Bakunina, Artem Sokolov
- Decision-making Algorithm in Case of Failure of the Electric Motor of a Multi-rotor Unmanned Aerial Vehicle 154-163
  Vitaliy Larin, Heorhii Rozorinov, Oleksandr Hres, Volodymyr Rusyn, Sergey Subbotin, Nina Chichikalo, Katerina Larina
- Formation of a Method for Estimating the Error of Determining the Coordinates of the Source of a Sound Anomaly 164-174
  Alexandr Trunov, Zhan Byelozyorov, Serhii Maltsev, Maksym Skoroid
- Method for Generating Pseudorandom Sequence of Permutations Based on Linear Congruential Generator 175-185
  Emil Faure, Eugene Fedorov, Iryna Myronets, Svitlana Sysoienko
- Convergence of Adaptive Operator Extrapolation Method for Operator Inclusions In Banach Spaces 186-199
  Vladimir Semenov, Serhii Denysov
- Entropy Modeling of Optimal Intelligence Development in Regards with the Air Transport Operation 200-210
  Andriy Goncharenko
- Integration of Decision-Making Stochastic Models of Air Navigation System Operators in Emergency Situations 211-226
  Tetiana Shmelova, Kseniia Lohachova, Maxim Yatsko
- Stability Verification of Self-Organized Wireless Networks with Block Encryption 227-237
  Volodymyr Sokolov, Pavlo Skladannyi, Hennadii Hulak
- Comparison of the Efficiency of Parallel Algorithms KNN and NLM Based on CUDA for Large Image Processing 238-249
  Lesia Mochurad, Roman Bliakhar
- Data Mining Information System for Complex Technical Systems Failure Risk Evaluation 250-261
  Vladimir Vychuzhanin, Nickolay Rudnichenko, Tetiana Otradskya, Igor Petrov
- Method for Processing and Assessing the Degree of Digital Image Compression Based on Haar Transformation 262-273
  Vladimir Vychuzhanin, Nickolay Rudnichenko, Yurii Bercov, Andrii Levchenko
- Towards the Tokenization of Business Process Models using the Blockchain Technology and Smart Contracts 274-287
  Andrii Kopp, Dmytro Orlovskyi
- The Hierarchical Information System for Management of the Targeted Advertising 288-302
  Karina Melnyk, Natalia Borysova, Viktoriia Melnyk
- Virtual Environment for Internet of Things Technologies Studying 303-314
  Yevhenii Yaremchenko, Anzhelika Parkhomenko, Artem Tulenkov, Andriy Parkhomenko, Yaroslav Zalyubovskiy, Aleksandr Sokolyanskii, Olga Gladkova

2022-05-17: submitted by Sergey Subbotin metadata incl. bibliographic data published under Creative Commons CC0
2022-05-19: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|