CMIS-2020
Computer Modeling and Intelligent Systems

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