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3rd CMIS 2020: Zaporizhzhia, Ukraine
- Sergey Subbotin:
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), Zaporizhzhia, Ukraine, April 27-May 1, 2020. CEUR Workshop Proceedings 2608, CEUR-WS.org 2020
Session 1: Information Technologies for Decision Making, Optimization and Control
- Elena Chernetsova, Anatoly Shishkin:
Algorithmic support for the detection characteristics improving of the monitoring object. 1-11 - Pavlo Nosov, Serhii Zinchenko, Ihor Popovych, Michail Safonov, Ihor Palamarchuk, Valeriia Blakh:
Decision support during the vessel control at the time of negative manifestation of human factor. 12-26 - Artem Artyukhov, Jan Krmela:
Optimization calculation of vortex type granulation devices: application of software products and computer modeling. 27-41 - Nickolay Rudnichenko, Vladimir Vychuzhanin, Andrii Polyvianchuk, Vasyl Mateichyk:
Complex technical system condition diagnostics and prediction computerization. 42-56 - Serhii Leoshchenko, Sergey Subbotin, Andrii O. Oliinyk, Viktor Lytvyn, Matviy Ilyashenko:
Smart crossover mechanism for parallel neuroevolution method of medical diagnostic models synthesis. 57-69 - Galyna Tabunshchyk, Vadym Shalomeev, Peter Arras:
Monitoring system for the tests of the Mg implants. 70-78 - Oleksii Tohoiev, Ivan Burlachenko, Iryna Zhuravska, Volodymyr Savinov:
The monitoring system based on a multi-agent approach for moving objects positioning in wireless networks. 79-90 - Oleg Nikonov, Igor Kyrychenko, Vladyslav Shuliakov, Fastovec Valentyna:
Parametric synthesis of a dynamic object control system with nonlinear characteristics. 91-101 - Oleksiy Koyfman, Oleksandr Simkin, Kseniia Serdiuk:
Intelligence analysis method of automation control system archive database for controlling hot blast stove block. 102-117 - Aleksandr Stenin, Iryna Drozdovych, Mariya Soldatova:
Situational management of urban engineering networks with intelligent support for dispatching decisions. 118-131 - Dmitry Glukhov, Tatsiana Hlukhava, Aliaksandr Lukyanau:
Application of genetic algorithm in problems of approximation of complex multidimensional dependencies and identification of parameters of theoretical models. 132-143 - Alexander Gurko, Igor Kyrychenko, Aleksandr Yaryzhko, Oleksandr Kononykhin:
Linear quadratic gaussian control for robotic excavator. 144-155 - Georgiy Yaskov
, Andrey Chugay:
Packing equal spheres by means of the block coordinate descent method. 156-168 - Volodymyr Sherstjuk, Maryna Zharikova, Ruslan Levkivskiy:
Bi-soft open sphere topology model of configuration space for reactive joint motion planning of unmanned vehicles. 169-183 - Sergiy Korotunov, Galyna Tabunshchyk, Vyacheslav Okhmak:
Genetic algorithms as an optimization approach for managing electric vehicles charging in the smart grid. 184-198
Session 2: Information Systems and Data Processing
- Galina Kirichek, Stepan Skrupsky, Mariia Tiahunova, Artur Timenko:
Implementation of web system optimization method. 199-210 - Kateryna Isirova, Anastasiia Kiian, Mariia Rodinko, Alexandr Kuznetsov:
Decentralized electronic voting system based on blockchain technology developing principals. 211-223 - Oleg Bisikalo, Victoria Vysotska:
Linguistic analysis method of ukrainian commercial textual content for data mining. 224-244 - Alexander Sosnitsky, Anatoly Shevchenko:
Application of the universal meta-formalism to substantiate and research intelligence properties. 245-265 - Kostyantyn Tkachenko, Olga Tkachenko, Oleksandr Tkachenko:
Designing complex intelligent systems on the basis of ontological models. 266-277 - Igor Kovalenko, Alyona Shved, Kateryna Antipova, Yevhen Davydenko:
Structuring of a transaction database using the rough set theory. 278-287
Session 3: Advanced Info-Communicational Technologies
- Alona Moskalenko, Viacheslav Moskalenko, Artur Shaiekhov, Mykola Zaretskyi:
Multi-layer model and training method for information-extreme malware traffic detector. 288-299 - Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas:
Analysis and experimental realization of the logistic map using Arduino Pro Mini. 300-310 - Oleksandr Drozd, Vitaliy A. Romankevich, Alexei Romankevich, Mykola Kuznietsov, Miroslav Drozd:
A method of hidden faults opposition for FPGA-based components of safety-related systems. 311-322 - Dmitry Zaitsev, Piotr Luszczek:
Docker container based PaaS cloud computing comprehensive benchmarks using LAPACK. 323-337 - Nataliia Kulykovska, Stepan Skrupsky, Tetiana Diachuk:
A model of semantic web service in a distributed computer system. 338-351 - Valeriy A. Kolesnikov:
Autonomous distributed systems and their simulation. 352-363 - Petro Kravets, Vasyl Lytvyn, Victoria Vysotska, Yevhen Burov:
Promoting training of multi agent systems. 364-378 - Vitalii P. Babak, Svitlana Kovtun, Oleg Dekusha:
Information-measuring technologies in the metrological support of heat flux measurements. 379-393 - Oleksandr Lemeshko, Maryna Yevdokymenko, Zhengbing Hu, Oleksandra Yeremenko:
Inter-domain routing method under normalized quality of service based on hierarchical coordination. 394-408 - Sergii Minukhin, Maksym Novikov, Natalia Brynza
Experimental research of optimizing the Apache Spark tuning: RDD vs data frames. 409-425 - Oleksii Kovalenko, Vitalii Vishnevsky, Vladimir Kosolapov:
Models of information processing optimization for technical interoperability in a network of distributed situational centers. 426-435
Session 4: Information Technologies for Computer Modeling
- Anzhelika Parkhomenko, Anastasiia Volynska, Yaroslav Zalyubovskiy, Andriy Parkhomenko, Marina Kalinina:
Method of monitoring of young athletes' physical state indicators based on wearable devices usage. 436-449 - Oleksii Vodka:
Computer modeling of microstructures with probabilistic cellular automata method using different nucleation rate functions. 450-461 - Mariia Voronenko, Dmytro Nikytenko, Jan Krejci, Nataliia Savina, Volodymyr Lytvynenko:
Assessing the possibility of a country's economic growth using static bayesian network models. 462-473 - Olena Nazarova:
Computer modeling of multi-mass electromechanical systems. 474-488 - Nataliya D. Pankratova, Petro Bidyuk, Igor Golinko:
Decision support system for microclimate control at large industrial enterprises. 489-498 - Dmytro Orlovskyi, Andrii Kopp:
Enterprise architecture modeling support based on data extraction from business process models. 499-513 - Vladimir V. Zhikharevich, Kateryna Hazdiuk, Sergiy E. Ostapov:
Software for simulation of bio-like systems and processes using movable cellular automata. 514-525 - Victoria Miroshnichenko, Alexander Simkin:
An integrated approach to improve effectiveness of industrial multi-factor statistical investigations. 526-535 - Lyudmyla Rozova, Gennadii Martynenko:
Information technology in the modeling of dry gas seal for centrifugal compressors. 536-546 - Oleg Nikonov, Igor Kyrychenko, Vladyslav Shuliakov:
Simulation modeling of external perturbations affecting wheeled vehicles of special purpose. 547-556 - Yevhen Tiurin, Antonina Andrieieva:
Parallel simulation of rock deformation processes. 557-568 - Andrey Chugay, Aleksandr V. Pankratov, Tetyana Romanova:
Irregular layout problem for additive production. 569-579
Session 5: Computing in Applications
- Victor Krasnobayev, Alexandr Kuznetsov, Alina Yanko, Kateryna Kuznetsova:
The data errors control in the modular number system based on the nullification procedure. 580-593 - Victor Krasnobayev, Alexandr Kuznetsov, Alina Yanko, Tetiana Kuznetsova:
The analysis of the methods of data diagnostic in a residue number system. 594-609 - Nikolay Poluyanenko, Alexandr Kuznetsov, Elizaveta Lazareva, Andrey Marakushyn:
Extrapolation to calculate the probability of a double spending attack. 610-620 - Vsevolod Bohaienko:
On parallel algebraic multilevel preconditioner with approximate inversion by basis matrix method. 621-632 - Roman Odarchenko, Oleksii Smirnov, Hanna Drieieva, Oleksandr Drieiev, Volodymyr Simakhin, Serhiy Bondar:
Managing multifractal properties of the binary sequence generated with the Markov chains. 633-645 - Alexandr Kuznetsov, Alexey Smirnov, Ludmila Gorbacheva, Vitalina Babenko:
Hiding data in cover images using a pseudo-random sequences. 646-660 - Viktor V. Avramenko, Volodymyr N. Demianenko:
Cryptosystem based on a key function of a real variable. 661-674 - Emil Faure, Iryna Myronets, Artem Lavdanskyi:
Autocorrelation criterion for quality assessment of random number sequences. 675-689 - Valentina Turchyna, Kostiantyn Karavaiev:
Analysis of algorithms for constructing dense sequencing of digraphs vertices. 690-703 - Danylo Shovhelia, Natalya Sokolova:
Algorithm for fixing singular defects of polygon meshes based on half-edge data structure. 704-717
Session 6: Intelligent Information Technologies
- Sergey Subbotin:
The quality indicators of decision tree and forest based models. 718-743 - Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Klymova, Olexii Holovin:
Online credibilistic fuzzy clustering of data using membership functions of special type. 744-753 - Mykola Ivanov, Nataliia Maksyshko, Sergey M. Ivanov, Nataliia Terentieva:
Intelligent data analysis in hr process management. 754-768 - Dmytro Kavrin, Sergey Subbotin:
Bagging-based instance selection for instance-based classification. 769-783 - Ihor Shostko, Andrew Teviashev, Yuliia Kulia, Anton Koliadin:
Optical-electronic system of automatic detection and higt-precise tracking of aerial objects in real-time. 784-803 - Oleh Pihnastyi, Valery Khodusov:
Neural model of conveyor type transport system. 804-818 - Taras Chaikivskyi, Bogdan B. Sus, Oleksandr S. Bauzha, Sergiy P. Zagorodnyuk:
Multicomponent analyzer of volatile compounds characterization based on artificial neural networks. 819-831 - Alina Shafronenko, Yevgeniy V. Bodyanskiy:
Adaptive fuzzy clustering approach based on evolutionary cat swarm optimization. 832-842 - Igor Povkhan:
A constrained method of constructing the logic classification trees on the basis of elementary attribute selection. 843-857 - Volodymyr Khandetskyi, Nadiia Karpenko:
Using the elman neural network as an identity map in defect detection task. 858-871 - Nickolay Rudnichenko, Vladimir Vychuzhanin, Igor Petrov, Denis Shibaev:
Decision support system for the machine learning methods selection in big data mining. 872-885 - Vadym Tiutiunyk, Leonid F. Chernogor, Olha Tiutiunyk, Tural Agazade:
Neural network forecasting of earth globe seismic activity level. 886-899 - Anastasiia Serhiienko, Yevhen Chychkarov, Iryna Syrmamiikh:
Information technology of hot-metal ladle car handwritten numbers recognition from photo image. 900-912 - Anatoliy Dovbysh, Igor Naumenko, Mykyta Myronenko, Taras Savchenko:
Information-extreme machine learning on-board recognition system of ground objects with the adaptation of the input mathematical description. 913-925 - Olexander Belej, Liubov Halkiv:
Development of a network attack detection system based on hybrid neuro-fuzzy algorithms. 926-938 - Oleg Rudenko, Yuriy Megel, Oleksandr Bezsonov, Antonina Rybalka:
Cattle breed identification and live weight evaluation on the basis of machine learning and computer vision. 939-954 - Iurii Krak, Anatolii Pashko, Oleg Khorozov, Oleg Stelia:
Physiological signals analysis, recognition and classification using machine learning algorithms. 955-965 - Vladyslav Borysenko, Galyna V. Kondratenko, Ievgen V. Sidenko, Yuriy P. Kondratenko:
Intelligent forecasting in multi-criteria decision-making. 966-979 - Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova:
Machine learning classification of multifractional Brownian motion realizations. 980-989 - Serhiy Shtovba, Olena Shtovba:
An informetric view on relations between global brands and research activity. 990-1000 - Hrystyna Lipyanina, Anatoliy Sachenko, Taras Lendyuk, Serhiy Nadvynychny, Sergii Grodskyi:
Decision tree based targeting model of customer interaction with business page. 1001-1012
Session 7: Information Technologies for Data Mining, Signal and Image Processing
- Volodymyr Gorokhovatskyi, Iryna Tvoroshenko:
Image classification based on the kohonen network and the data space modification. 1013-1026 - Volodymyr Gorokhovatskyi, Svitlana Gadetska, Natalia Stiahlyk:
Image structural classification technologies based on statistical analysis of descriptions in the form of bit descriptor set. 1027-1039 - Mykola Pastushenko, Yana Krasnozheniuk, Oleksandr Lemeshko:
Analysis of voice signal phase data informativity of authentication system user. 1040-1053 - Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko, Maryna Chychuzhko, Valentyna Lukashenko:
Speech vocal clustering methods. 1054-1066 - Oleksii Gorokhovatskyi, Oleh Teslenko, Volodymyr Zatkhei:
Online video summarization with the Kohonen SOM in real time. 1067-1078 - Alexander Stepanenko, Andrii O. Oliinyk, Ievgen Fedorchenko:
Application of the fuzzy clustering technique for processing and analysis of medical images. 1079-1093 - Vladimir Barannik, Valeriy Barannik, Oleg Kulitsa, Anna Hahanova:
Bit speed control method in compression of predicted frames in video sequence. 1094-1106 - Rykhard Bohush, Sergey Ablameyko, Yahor Adamovskiy:
Robust object detection in images corrupted by impulse noise. 1107-1116
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