| Vol-2608 urn:nbn:de:0074-2608-1 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 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-2020
Computer Modeling and Intelligent Systems

### Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020)

### Zaporizhzhia, Ukraine, April 27-May 1, 2020.

Edited by

### Sergey Subbotin *

* National University "Zaporizhzhia Polytechnic", Faculty of Computer Science and Technologies, 69063, Zaporizhzhia, Ukraine

## Table of Contents

- Cover and Preface
- Organization, Committees and Reviewers
- Organizers and Partners

### Session 1: Information Technologies for Decision Making, Optimization and Control

- Algorithmic support for the detection characteristics improving of the monitoring object 1-11
  Elena Chernetsova, Anatoly Shishkin
- Decision support during the vessel control at the time of negative manifestation of human factor 12-26
  Pavlo Nosov, Serhii Zinchenko, Ihor Popovych, Michail Safonov, Ihor Palamarchuk, Valeriia Blakh
- Optimization calculation of vortex type granulation devices: application of software products and computer modeling 27-41
  Artem Artyukhov, Jan Krmela
- Complex technical system condition diagnostics and prediction computerization 42-56
  Nickolay Rudnichenko , Vladimir Vychuzhanin , Andrii Polyvianchuk, Vasyl Mateichyk
- Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis 57-69
  Serhii Leoshchenko, Sergey Subbotin, Andrii Oliinyk, Viktor Lytvyn, Matviy Ilyashenko
- Monitoring system for the tests of the Mg implants 70-78
  Galyna Tabunshchyk, Vadym Shalomeev, Peter Arras
- The monitoring system based on a multi-agent approach for moving objects positioning in wireless networks 79-90
  Oleksii Tohoiev, Ivan Burlachenko, Iryna Zhuravska, Volodymyr Savinov
- Parametric synthesis of a dynamic object control system with nonlinear characteristics 91-101
  Oleg Nikonov, Igor Kyrychenko, Vladyslav Shuliakov, Fastovec Valentyna
- Intelligence analysis method of automation control system archive database for controlling hot blast stove block 102-117
  Oleksiy Koyfman, Oleksandr Simkin, Kseniia Serdiuk
- Situational management of urban engineering networks with intelligent support for dispatching decisions 118-131
  Aleksandr Stenin, Iryna Drozdovych, Mariya Soldatova
- Application of genetic algorithm in problems of approximation of complex multidimensional dependencies and identification of parameters of theoretical models 132-143
  Dmitry Glukhov, Tatsiana Hlukhava, Aliaksandr Lukyanau
- Linear quadratic gaussian control for robotic excavator 144-155
  Alexander Gurko, Igor Kyrychenko, Aleksandr Yaryzhko, Oleksandr Kononykhin
- Packing equal spheres by means of the block coordinate descent method 156-168
  Georgiy Yaskov, Andrey Chugay
- Bi-soft open sphere topology model of configuration space for reactive joint motion planning of unmanned vehicles 169-183
  Volodymyr Sherstiuk, Maryna Zharikova, Ruslan Levkivskyi
- Genetic algorithms as an optimization approach for managing electric vehicles charging in the smart grid 184-198
  Sergiy Korotunov, Galyna Tabunshchyk, Vyacheslav Okhmak

### Session 2: Information Systems and Data Processing

- Implementation of web system optimization method 199-210
  Galina Kirichek, Stepan Skrupsky, Mariia Tiahunova, Artur Timenko
- Decentralized electronic voting system based on blockchain technology developing principals 211-223
  Kateryna Isirova, Anastasiia Kiian, Mariia Rodinko, Alexandr Kuznetsov
- Linguistic analysis method of ukrainian commercial textual content for data mining 224-244
  Oleg Bisikalo, Victoria Vysotska
- Application of the universal meta-formalism to substantiate and research intelligence properties 245-265
  Alexander Sosnitsky, Anatoly Shevchenko
- Designing complex intelligent systems on the basis of ontological models 266-277
  Kostyantyn Tkachenko, Olga Tkachenko, Oleksandr Tkachenko
- Structuring of a transaction database using the rough set theory 278-287
  Igor Kovalenko, Alyona Shved, Kateryna Antipova, Yevhen Davydenko

### Session 3: Advanced Info-Communicational Technologies

- Multi-layer model and training method for information-extreme malware traffic detector 288-299
  Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi
- Analysis and experimental realization of the logistic map using Arduino Pro Mini 300-310
  Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas
- A method of hidden faults opposition for FPGA-based components of safety-related systems 311-322
  Oleksandr Drozd, Vitaliy Romankevich, Alexei Romankevich, Mykola Kuznietsov, Myroslav Drozd
- Docker container based PaaS cloud computing comprehensive benchmarks using LAPACK 323-337
  Dmitry Zaitsev, Piotr Luszczek
- A model of semantic web service in a distributed computer system 338-351
  Nataliia Kulykovska, Stepan Skrupsky, Tetiana Diachuk
- Autonomous distributed systems and their simulation 352-363
  Valeriy Kolesnikov
- Promoting training of multi agent systems 364-378
  Petro Kravets, Vasyl Lytvyn, Victoria Vysotska, Yevhen Burov
- Information-measuring technologies in the metrological support of heat flux measurements 379-393
  Vitalii Babak, Svitlana Kovtun, Oleg Dekusha
- Inter-domain routing method under normalized quality of service based on hierarchical coordination 394-408
  Oleksandr Lemeshko, Maryna Yevdokymenko, Zhengbing Hu, Oleksandra Yeremenko
- Experimental research of optimizing the Apache Spark tuning: RDD vs data frames 409-425
  Sergii Minukhin, Maksym Novikov, Natalia Brynza, Dmytro Sitnikov
- Models of information processing optimization for technical interoperability in a network of distributed situational centers 426-435
  Oleksii Kovalenko, Vitalii Vishnevsky, Vladimir Kosolapov

### Session 4: Information Technologies for Computer Modeling

- Method of monitoring of young athletes' physical state indicators based on wearable devices usage 436-449
  Anzhelika Parkhomenko, Anastasiia Volynska, Yaroslav Zalyubovskiy, Andriy Parkhomenko, Marina Kalinina
- Computer modeling of microstructures with probabilistic cellular automata method using different nucleation rate functions 450-461
  Oleksii Vodka
- Assessing the possibility of a country's economic growth using static bayesian network models 462-473
  Mariia Voronenko, Dmytro Nikytenko, Jan Krejci, Nataliia Savina, Volodymyr Lytvynenko
- Computer modeling of multi-mass electromechanical systems 474-488
  Olena Nazarova
- Decision support system for microclimate control at large industrial enterprises 489-498
  Natalia Pankratova, Petro Bidyuk, Igor Golinko
- Enterprise architecture modeling support based on data extraction from business process models 499-513
  Dmytro Orlovskyi, Andrii Kopp
- Software for simulation of bio-like systems and processes using movable cellular automata 514-525
  Vladimir Zhikharevich, Kateryna Hazdiuk, Sergey Ostapov
- An integrated approach to improve effectiveness of industrial multi-factor statistical investigations 526-535
  Victoria Miroshnichenko, Alexander Simkin
- Information technology in the modeling of dry gas seal for centrifugal compressors 536-546
  Lyudmyla Rozova, Gennadii Martynenko
- Simulation modeling of external perturbations affecting wheeled vehicles of special purpose 547-556
  Oleg Nikonov, Igor Kyrychenko, Vladyslav Shuliakov
- Parallel simulation of rock deformation processes 557-568
  Yevhen Tiurin, Antonina Andrieieva
- Irregular layout problem for additive production 569-579
  Andrey Chugay, Aleksandr Pankratov, Tetyana Romanova

### Session 5: Computing in Applications

- The data errors control in the modular number system based on the nullification procedure 580-593
  Victor Krasnobayev, Alexandr Kuznetsov, Alina Yanko, Kateryna Kuznetsova
- The analysis of the methods of data diagnostic in a residue number system 594-609
  Victor Krasnobayev, Alexandr Kuznetsov, Alina Yanko, Tetiana Kuznetsova
- Extrapolation to calculate the probability of a double spending attack 610-620
  Nikolay Poluyanenko, Alexandr Kuznetsov, Elizaveta Lazareva, Andrey Marakushyn
- On parallel algebraic multilevel preconditioner with approximate inversion by basis matrix method 621-632
  Vsevolod Bohaienko
- Managing multifractal properties of the binary sequence generated with the Markov chains 633-645
  Roman Odarchenko, Oleksii Smirnov, Hanna Drieieva, Oleksandr Drieiev, Volodymyr Simakhin, Serhiy Bondar
- Hiding data in cover images using a pseudo-random sequences 646-660
  Alexandr Kuznetsov, Alexey Smirnov, Ludmila Gorbacheva, Vitalina Babenko
- Cryptosystem based on a key function of a real variable 661-674
  Viktor Avramenko, Volodymyr Demianenko
- Autocorrelation criterion for quality assessment of random number sequences 675-689
  Emil Faure, Iryna Myronets, Artem Lavdanskyi
- Analysis of algorithms for constructing dense sequencing of digraphs vertices 690-703
  Valentina Turchyna, Kostiantyn Karavaiev
- Algorithm for fixing singular defects of polygon meshes based on half-edge data structure 704-717
  Danylo Sovhelia, Natalya Sokolova

### Session 6: Intelligent Information Technologies

- The quality indicators of decision tree and forest based models 718-743
  Sergey Subbotin
- Online credibilistic fuzzy clustering of data using membership functions of special type 744-753
  Alina Shafronenko, Yevgeniy Bodyanskiy, Iryna Klymova, Olexii Holovin
- Intelligent data analysis in hr process management 754-768
  Mykola Ivanov, Nataliia Maksyshko, Sergey Ivanov, Nataliia Terentieva
- Bagging-based instance selection for instance-based classification 769-783
  Dmytro Kavrin, Sergey Subbotin
- Optical-electronic system of automatic detection and higt-precise tracking of aerial objects in real-time 784-803
  Ihor Shostko, Andrew Teviashev, Yuliia Kulia, Anton Koliadin
- Neural model of conveyor type transport system 804-818
  Oleh Pihnastyi, Valery Khodusov
- Multicomponent analyzer of volatile compounds characterization based on artificial neural networks 819-831
  Taras Chaikivskyi, Bogdan Sus, Oleksandr Bauzha, Sergiy Zagorodnyuk
- Adaptive fuzzy clustering approach based on evolutionary cat swarm optimization 832-842
  Alina Shafronenko, Yevgeniy Bodyanskiy
- A constrained method of constructing the logic classification trees on the basis of elementary attribute selection 843-857
  Igor Povkhan
- Using the elman neural network as an identity map in defect detection task 858-871
  Volodymyr Khandetskyi, Nadiia Karpenko
- Decision support system for the machine learning methods selection in big data mining 872-885
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Igor Petrov, Denis Shibaev
- Neural network forecasting of earth globe seismic activity level 886-899
  Vadym Tiutiunyk, Leonid Chernogor, Olha Tiutiunyk, Tural Agazade
- Information technology of hot-metal ladle car handwritten numbers recognition from photo image 900-912
  Anastasiia Serhiienko, Yevhen Chychkarov, Iryna Syrmamiikh
- Information-extreme machine learning on-board recognition system of ground objects with the adaptation of the input mathematical description 913-925
  Dovbysh Anatoliy, Naumenko Igor, Myronenko Mykyta, Savchenko Taras
- Development of a network attack detection system based on hybrid neuro-fuzzy algorithms 926-938
  Olexander Belej, Liubov Halkiv
- Cattle breed identification and live weight evaluation on the basis of machine learning and computer vision 939-954
  Oleg Rudenko, Yuriy Megel, Oleksandr Bezsonov, Antonina Rybalka
- Physiological signals analysis, recognition and classification using machine learning algorithms 955-965
  Iurii Krak, Anatolii Pashko, Oleg Khorozov, Oleg Stelia
- Intelligent forecasting in multi-criteria decision-making 966-979
  Vladyslav Borysenko, Galyna Kondratenko, Ievgen Sidenko, Yuriy Kondratenko
- Machine learning classification of multifractional Brownian motion realizations 980-989
  Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova
- An informetric view on relations between global brands and research activity 990-1000
  Serhiy Shtovba, Olena Shtovba
- Decision tree based targeting model of customer interaction with business page 1001-1012
  Hrystyna Lipyanina, Anatoliy Sachenko, Taras Lendyuk, Serhiy Nadvynychny, Sergii Grodskyi

### Session 7: Information Technologies for Data Mining, Signal and Image Processing

- Image classification based on the kohonen network and the data space modification 1013-1026
  Volodymyr Gorokhovatskyi, Iryna Tvoroshenko
- Image structural classification technologies based on statistical analysis of descriptions in the form of bit descriptor set 1027-1039
  Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk
- Analysis of voice signal phase data informativity of authentication system user 1040-1053
  Mykola Pastushenko, Yana Krasnozheniuk, Oleksandr Lemeshko
- Speech vocal clustering methods 1054-1066
  Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko, Maryna Chychuzhko, Valentyna Lukashenko
- Online video summarization with the Kohonen SOM in real time 1067-1078
  Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei
- Application of the fuzzy clustering technique for processing and analysis of medical images 1079-1093
  Alexander Stepanenko, Andrii Oliinyk, Ievgen Fedorchenko
- Bit speed control method in compression of predicted frames in video sequence 1094-1106
  Vladimir Barannik, Valeriy Barannik, Oleg Kulitsa, Anna Hahanova
- Robust object detection in images corrupted by impulse noise 1107-1116
  Rykhard Bohush, Sergey Ablameyko, Yahor Adamovskiy

2020-05-05: submitted by Sergey Subbotin metadata incl. bibliographic data published under Creative Commons CC0
2020-05-19: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|