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

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|