Advances in Intelligent Systems and Computing IV: Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2019, September 17-20, 2019, Lviv, Ukraine

973 Pages·2020·116.45 MB·English

by  Natalya Shakhovska, Mykola O. Medykovskyy

Advances in Intelligent Systems and Computing 1080
Natalya Shakhovska
Mykola O. Medykovskyy   Editors
Advances in
Intelligent
Systems and
Computing IV
Selected Papers from the International
Conference on Computer Science and
Information Technologies, CSIT 2019,
September 17–20, 2019, Lviv, Ukraine
Advances in Intelligent Systems and Computing
Volume 1080
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, School of Computer Science and Electronic Engineering,
University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen , Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
on theory, applications, and design methods of Intelligent Systems and Intelligent
Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer
and information science, ICT, economics, business, e-commerce, environment,
healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern
intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput-
ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion
of these paradigms, social intelligence, ambient intelligence, computational neuro-
science, artificial life, virtual worlds and society, cognitive science and systems,
Perception and Vision, DNA and immune based systems, self-organizing and
adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics
including human-machine teaming, knowledge-based paradigms, learning para-
digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent
agents, intelligent decision making and support, intelligent network security, trust
management,interactiveentertainment,Webintelligenceandmultimedia.
The publications within “Advances in Intelligent Systems and Computing” are
primarily proceedings of important conferences, symposia and congresses. They
cover significant recent developments in the field, both of a foundational and
applicable character. An important characteristic feature of the series is the short
publication time and world-wide distribution. This permits a rapid and broad
dissemination of research results.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/11156
Natalya Shakhovska Mykola O. Medykovskyy
(cid:129)
Editors
Advances in Intelligent
Systems and Computing IV
Selected Papers from the International
Conference on Computer Science
and Information Technologies, CSIT 2019,
–
September 17 20, 2019, Lviv, Ukraine
123
Editors
Natalya Shakhovska Mykola O.Medykovskyy
Department ofArtificial Intelligence Institute of Computer Science
LvivPolytechnic National University andInformation Technologies
Lviv, Ukraine LvivPolytechnic National University
Lviv, Ukraine
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-33694-3 ISBN978-3-030-33695-0 (eBook)
https://doi.org/10.1007/978-3-030-33695-0
©SpringerNatureSwitzerlandAG2020
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Organization
Proceedings Chairs
General Chairs
Natalia Shakhovska
Mykola Medykovskyy
Proceedings Committee
Natalia Shakhovska Lviv Polytechnic National University, Ukraine
Mikhail Alexandrov Autonomous University of Barcelona, Spain
Sergiy Bogomolov Australian National University, Australia
Jaime Campos Linnaeus University, Sweden
John Cardiff Technological University Dublin, Ireland
Paweł Czarnul Gdansk University of Technology, Poland
Roman Danel Institute of Technology and Businesses in České
Budějovice, Czech Republic
Yannick Estève University of Avignon, France
Mehmet Koç Bilecik Seyh Edebali University, Turkey
Tatjana Lange FH Merseburg, Germany
Rimvydas Laužikas Vilnius University, Lithuania
Piotr Lipinski Lodz University of Technology, Poland
Serhii Lupenko Ternopil Ivan Puluj National Technical
University, Ukraine
Vasyl Lytvyn Lviv Polytechnic National University, Ukraine
Mykola Medykovskyy Lviv Polytechnic National University, Ukraine
Sergio Montenegro Julius-Maximilians-Universität Würzburg,
Germany
Jan Rogowski Lodz University of Technology, Poland
Tetiana Shestakevych Lviv Polytechnic National University, Ukraine
v
vi Organization
Volodymyr Stepashko IRTC ITS NASU, Ukraine
Victoria Vysotska Lviv Polytechnic National University, Ukraine
Vitaliy Yakovyna Lviv Polytechnic National University, Ukraine
Contents
Mathematical Modeling
Mathematical Models and Program of Resource Feedbacks
in the Systems «Production, Retail» . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Taisa Borovska, Dmitry Grishin, Irina Kolesnik, and Victor Severilov
Modeling the Dynamics of Knowledge Potential of Agents
in the Educational Social and Communication Environment . . . . . . . . . 17
Andrii Bomba, Mariia Nazaruk, Nataliia Kunanets,
and Volodymyr Pasichnyk
Parallel Solving of Fredholm Integral Equations of the First Kind
by Tikhonov Regularization Method Using OpenMP Technology . . . . . 25
Lesia Mochurad, Khrystyna Shakhovska, and Sergio Montenegro
Method of Detection the Consistent Subgroups of Expert
Assessments in a Group Based on Measures of Dissimilarity
in Evidence Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36
Alyona Shved, Igor Kovalenko, and Yevhen Davydenko
Flood Monitoring Using Multi-temporal Synthetic Aperture
Radar Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54
Olena Kavats, Volodymyr Hnatushenko, Yuliya Kibukevych,
and Yurii Kavats
Mathematical Modelling of Non-stationary Processes
in the Piecewise-Homogeneous Domains by Near-Boundary
Element Method. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64
Liubov Zhuravchak
vii
viii Contents
Modified Asymptotic Method of Studying the Mathematical
Model of Nonlinear Oscillations Under the Impact
of a Moving Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78
Petro Pukach, Volodymyr Il’kiv, Zinovii Nytrebych, Myroslava Vovk,
and Pavlo Pukach
Solving Systems of Nonlinear Equations on Multi-core Processors. . . . . 90
Lesia Mochurad and Nataliya Boyko
Mathematical Modelling of Spatial Deformation Process
of Soil Massif with Free Surface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
Anatoliy Vlasyuk, Nataliia Zhukovska, Viktor Zhukovskyy,
and Rajab Hesham
Searching for Pareto-Optimal Solutions . . . . . . . . . . . . . . . . . . . . . . . . . 121
Igor Kovalenko, Yevhen Davydenko, and Alyona Shved
Logical-Structural Models of Verbal, Formal
and Machine-Interpreted Knowledge Representation
in Integrative Scientific Medicine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Serhii Lupenko, Oleksandra Orobchuk, and Mingtang Xu
Approach for Creating Reference Signals for Detecting Defects
in Diagnosing of Composite Materials . . . . . . . . . . . . . . . . . . . . . . . . . . 154
Artur Zaporozhets, Volodymyr Eremenko, Volodymyr Isaenko,
and Kateryna Babikova
Modeling of Lightning Flashes in Thunderstorm Front
by Constructive Production of Fractal Time Series . . . . . . . . . . . . . . . . 173
Viktor Shynkarenko, Kostiantyn Lytvynenko, Robert Chyhir,
and Iryna Nikitina
Research and Development of Models and Program
for Optimal Product Line Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 186
Taisa Borovska, Dmitry Grishin, Irina Kolesnik, Victor Severilov,
Ivan Stanislavsky, and Tetiana Shestakevych
Properties of Logical Functions Implemented by One Generalized
Neural Element over the Galois Field. . . . . . . . . . . . . . . . . . . . . . . . . . . 202
FedirGeche,OksanaMulesa,AnatoliyBatyuk,andVeronikaVoloshchuk
Suitable Site Selection Using Two-Stage GIS-Based Fuzzy
Multi-criteria Decision Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214
Svitlana Kuznichenko, Iryna Buchynska, Ludmila Kovalenko,
and Yurii Gunchenko
Quadratic Optimization Models and Convex Extensions
on Permutation Matrix Set. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 231
Oksana Pichugina and Sergiy Yakovlev
Contents ix
The Ateb-Gabor Filter for Fingerprinting . . . . . . . . . . . . . . . . . . . . . . . 247
MariyaNazarkevych,MykolaLogoyda,OksanaTroyan,YaroslavVozniy,
and Zoreslava Shpak
Project Management
Methodical Approach to Assessing the Readiness Level
of Technologies for the Transfer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina,
Myroslava Bublyk, and Lidiya Lisovska
Development of Project Managers’ Creative Potential:
Determination of Components and Results of Research. . . . . . . . . . . . . 283
Anastasiia Voitushenko and Sergiy Bushuyev
Content Management Method of Complex Technical System
Development Projects. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293
D. N. Kritskiy, E. A. Druzhinin, A. V. Karatanov, and O. S. Kritskaya
Model of Forming and Analysis of Energy Saving Projects Portfolio
at Metallurgical Enterprises. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 304
Kiyko Sergey, Druzhinin Evgeniy, Prokhorov Oleksandr,
and Kritsky Dmitry
Aviation Aircraft Planning System Project Development . . . . . . . . . . . . 315
Vasyl Lytvyn, Agnieszka Kowalska-Styczen, Dmytro Peleshko,
Taras Rak, Viktor Voloshyn, Jörg Rainer Noennig, Victoria Vysotska,
Lesia Nykolyshyn, and Hanna Pryshchepa
Artificial Intelligence
Decision Fusion for Partially Occluded Face Recognition Using
Common Vector Approach. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351
Mehmet Koc
Features of Application of Monte Carlo Method with Markov
Chain Algorithms in Bayesian Data Analysis. . . . . . . . . . . . . . . . . . . . . 361
Peter Bidyuk, Yoshio Matsuki, Aleksandr Gozhyj, Volodymyr Beglytsia,
and Irina Kalinina
Applied Aspects of Implementation of Intelligent Information
Technology for Fraud Detection During Mobile
Applications Installation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377
Andrii Yarovyi and Tetiana Polhul
MapReduce Hadoop Models for Distributed Neural Network
Processing of Big Data Using Cloud Services. . . . . . . . . . . . . . . . . . . . . 387
Natalia Axak, Mykola Korablyov, and Dmytro Rosinskiy