CMIS-2022
Computer Modeling and Intelligent Systems 2022

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