| Vol-2864 urn:nbn:de:0074-2864-4 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).

# CMIS-2021
Computer Modeling and Intelligent Systems 2021

### Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021)

### Zaporizhzhia, Ukraine, April 27, 2021.

Edited by

### Sergey Subbotin *

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

## Table of Contents

- Cover and Preface
  Summary: There were 112 papers submitted for peer-review to this workshop. Out of these, 44 papers were accepted for this volume, 44 as regular papers and 0 as short papers.
- Organization, Committees and Reviewers
- Organizers and Partners

- Long-Term Forecasting Method in the Supply Chain Based on an Artificial Neural Network with Multi-Agent Metaheuristic Training 1-11
  Eugene Fedorov, Olga Nechyporenko
- Adaptive Learning of Evolving Hyper Basis Function Neural Network 12-21
  Yevgeniy Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Oleksandr Zeleniy
- DCGAN for Enhancing Eye Diseases Classification 22-33
  Mahmoud Smaida, Serhii Yaroshchak, Youness El Barg
- Intelligent Big Data System Based on Scientific Machine Learning of Cyber-physical Systems of Medical and Biological Processes 34-48
  Vasyl Martsenyuk, Aleksandra Klos-Witkowska, Andriy Sverstiuk, Oksana Bahrii-Zaiats, Marcin Bernas, Krzysztof Witos
- Homogeneity hypothesis in discriminant analysis 49-58
  Dmitriy Klyushin
- Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis 59-72
  Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko
- Data Mining Methods for Evaluation and Forecasting the Mobile Internet Traffic in Roaming 73-86
  Nataliia Kuznietsova, Petro Bidyuk, Anastasiia Kulinich
- Method for Visual Video Defects Detection using Machine Learning 87-96
  Dmytro Fedasyuk, Roman Lukomskyi, Tetyana Marusenkova
- Control and Diagnostics of TV3-117 Aircraft Engine Technical State in Flight Modes Using the Matrix Method for Calculating Dynamic Recurrent Neural Networks 97-109
  Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev
- On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing 110-120
  Iurii Krak, Valentina Petrovych, Vladislav Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias
- The Neural Network for Emotions Recognition under Special Conditions 121-134
  Mariia Tiahunova, Olesia Tronkina, Galina Kirichek, Stepan Skrupsky
- Object Detection Algorithm for High Resolution Images Based on Convolutional Neural Network and Multiscale Processing 135-144
  Rykhard Bohush, Sergey Ablameyko, Sviatlana Ihnatsyeva, Yahor Adamovskiy
- Using of Intelligence Analysis of Technological Parameters Database for Implementation of Control Subsystem of Hot Blast Stoves Block ACS 145-157
  Oleksiy Koyfman, Oleksandr Simkin, Yevhenii Klimov, Sergey Scherbakov
- Local Quality Improvement of Multispectral Imagery Classification with Radiometric-spatial Feedback 158-168
  Iryna Piestova, Anna Kozlova, Artem Andreiev, Jan Rabcan
- Face Recognition in the Presence of Non-Gaussian Noise 169-181
  Oleg Rudenko, Oleksandr Bezsonov, Denys Yakovliev
- Formal Models of Question-Answering Machine 182-193
  Igor Chimir, Anatolii Verlan
- Software for Statistical Processing and Modeling of a Set of Synchronously Registered Cardio Signals of Different Physical Nature 194-205
  Serhii Lupenko, Iaroslav Lytvynenko, Andrii Sverstiuk, Borys Shelestovskyi, Andrii Horkunenko
- Methodology for Performance Analysis of Distributed Knowledge-Based Systems 206-215
  Nataliia Kulykovska, Artur Timenko, Svitlana Hrushko, Stepan Skrupsky
- Modern Systems for Processing and Analyzing GEO-data Based on OLAP Technology 216-225
  Pavel Lukashevich, Alexei Belotserkovsky, Hrachya Astsatryan
- Towards Designing of Recommendation System for Recruiting of Software Development Teams 226-237
  Karina Melnyk, Natalia Borysova, Zoia Kochuieva, Dina Huliieva
- On Keystroke Pattern Variability in Virtual Desktop Infrastructure 238-248
  Ievgeniia Kuzminykh, Bogdan Ghita, Alexandr Silonosov
- Methodology for Evaluation the Performance Indicators of the Ergatic Information System Functioning 249-261
  Tetiana Vakaliuk, Ihor Pilkevych, Andrii Tokar, Roman Loboda
- Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case 262-271
  Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas
- An Approach to Development of Interactive Adaptive Software Tool to Support Data Analysis Activity 272-286
  Dmytro Orlovskyi, Andrii Kopp, Ivan Bilous
- Synthesis of Spherical Object Configurations: Models and Information Technologies 287-298
  Oleksii Kartashov, Kyryl Korobchynskyi, Iryna Yakovleva, Georgiy Yaskov, Olga Yarovaya
- An Algorithm for Topic Modeling of Researchers Taking Into Account Their Interests in Google Scholar Profiles 299-311
  Serhiy Shtovba, Mykola Petrychko
- Intellectual Property Assurance Method for Digital University Ecosystem based on Blockchain Technology 312-323
  Oleksandr Kapliienko, Galyna Tabunshchyk, Tetiana Kapliienko, Carsten Wolff
- Steganographic Resources of FPGA-based Systems for Approximate Data Processing 324-333
  Kostiantyn Zashcholkin, Oleksandr Drozd, Svetlana Antoshchuk, Olena Ivanova, Oleg Sachenko
- A Reasonable Smart Home Technology on the Arduino 334-343
  Dmitry Lubianov, Kostiantyn Kasian, Mykola Kasian
- Conceptual Model of IoT-based Laboratory for Study the Electrical Engineering and Electronics 344-355
  Oleksandr Osolinskyi, Lubomyr Kolodiychyk, Hrystyna Lipyanina-Goncharenko, Anatoliy Sachenko, Lukasz Kopania, Volodymyr Kochan
- Self-Improvable Computer System Model and Architecture Based on Reconfigurable Hardware, Automatic Design and Synthesis Tools and Artificial Intelligence Technologies 356-367
  Anatoliy Melnyk, Viktor Melnyk
- The Contour of Causality in Control Automata of Systems 368-378
  Mykhailo Poliakov, Sergey Subbotin, Oleksii Poliakov
- Forms of Additions to Physical Models of Objects of Study in Remote Laboratories 379-389
  Karsten Henke, Mykhailo Poliakov, Heinz-Dietrich Wuttke, Johannes Nau, Oleksii Poliakov
- SVD-Aided EKF with Process Noise Covariance Adaptation Applied to Satellite Attitude Dynamics 390-399
  Chingiz Hajiyev, Demet Cilden-Guler
- Modeling the Dynamics of Information Panic in Society. COVID-19 case 400-408
  Sergey Bushuyev, Victoria Bushuieva, Svitlana Onyshchenko, Alla Bondar
- Parameters Identification for Fractional-fractal Model of Filtration-Consolidation Using GPU 409-418
  Vsevolod Bohaienko, Anatolij Gladky
- Methodology for Determining the Level of Process Control in Complex Systems Taking into Account Risk-oriented Factors From Safe Time to Pandemics 419-433
  Volodymyr Polishchuk, Miroslav Kelemen, Martin Kelemen
- Bi-objective Circular-Hole Based Topology Optimization Problem in Additive Manufacturing 434-444
  Georgiy Yaskov, Andrey Chugay, Tatiyana Romanova, Sergey Shekhovtsov
- Optimization of Data Transmission System Information Parameters for Complex Technical System's State Diagnosing 445-454
  Vladimir Vychuzhanin, Natalia Shibaeva, Nickolay Rudnichenko, Alexey Vychuzhanin
- Algorithm of Analysis and Conversion of Input Data of a Two-factor Multi-variative Transport Problem with Weight Coefficients 455-464
  Oleksii Chyzhmotria, Olena Chyzhmotria, Tetiana Vakaliuk
- Improvement of Grayscale Images in Orthogonal Basis of the Type-2 Membership Function 465-474
  Lyudmila Akhmetshina, Artyom Yegorov
- Neuro-fuzzy Control System for a Non-deterministic Object in Real Time 475-484
  Sergey Ivanov, Nataliia Maksyshko, Mykola Ivanov
- Topology Properties of Hierarchical Honeycomb Meshes 485-495
  Burhan Selcuk, Ayse Nur Altintas Tankul, Ali Karci
- Handwritten Digits Recognition Using SVM, KNN, RF and Deep Learning Neural Networks 496-509
  Yevhen Chychkarov, Anastasiia Serhiienko, Iryna Syrmamiikh, Anatolii Kargin

2021-05-07: submitted by Sergey Subbotin metadata incl. bibliographic data published under Creative Commons CC0
2021-05-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|