CMIS-2021
Computer Modeling and Intelligent Systems 2021

Table of Contents

• Cover and Preface
  Summary: There were 112 papers submitted for peer-review to this workshop. Out of these, 44 papers were accepted for this volume, 44 as regular papers and 0 as short papers.
• Organization, Committees and Reviewers
  
  
• Organizers and Partners
  
  

• Long-Term Forecasting Method in the Supply Chain Based on an Artificial Neural Network with Multi-Agent Metaheuristic Training 1-11
  Eugene Fedorov , Olga Nechyporenko
• Adaptive Learning of Evolving Hyper Basis Function Neural Network 12-21
  Yevgeniy Bodyanskiy , Anastasiia Deineko , Iryna Pliss , Oleksandr Zeleniy
• DCGAN for Enhancing Eye Diseases Classification 22-33
  Mahmoud Smaida , Serhii Yaroshchak , Youness El Barg
• Intelligent Big Data System Based on Scientific Machine Learning of Cyber-physical Systems of Medical and Biological Processes 34-48
  Vasyl Martsenyuk , Aleksandra Klos-Witkowska , Andriy Sverstiuk , Oksana Bahrii-Zaiats , Marcin Bernas , Krzysztof Witos
• Homogeneity hypothesis in discriminant analysis 49-58
  Dmitriy Klyushin
• Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis 59-72
  Serhii Leoshchenko , Andrii Oliinyk , Sergey Subbotin , Viktor Lytvyn , Oleksandr Korniienko
• Data Mining Methods for Evaluation and Forecasting the Mobile Internet Traffic in Roaming 73-86
  Nataliia Kuznietsova , Petro Bidyuk , Anastasiia Kulinich
• Method for Visual Video Defects Detection using Machine Learning 87-96
  Dmytro Fedasyuk , Roman Lukomskyi , Tetyana Marusenkova
• Control and Diagnostics of TV3-117 Aircraft Engine Technical State in Flight Modes Using the Matrix Method for Calculating Dynamic Recurrent Neural Networks 97-109
  Serhii Vladov , Yurii Shmelov , Ruslan Yakovliev
• On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing 110-120
  Iurii Krak , Valentina Petrovych , Vladislav Kuznetsov , Eduard Manziuk , Olexander Barmak , Anatoliy Kulias
• The Neural Network for Emotions Recognition under Special Conditions 121-134
  Mariia Tiahunova , Olesia Tronkina , Galina Kirichek , Stepan Skrupsky
• Object Detection Algorithm for High Resolution Images Based on Convolutional Neural Network and Multiscale Processing 135-144
  Rykhard Bohush , Sergey Ablameyko , Sviatlana Ihnatsyeva , Yahor Adamovskiy
• Using of Intelligence Analysis of Technological Parameters Database for Implementation of Control Subsystem of Hot Blast Stoves Block ACS 145-157
  Oleksiy Koyfman , Oleksandr Simkin , Yevhenii Klimov , Sergey Scherbakov
• Local Quality Improvement of Multispectral Imagery Classification with Radiometric-spatial Feedback 158-168
  Iryna Piestova , Anna Kozlova , Artem Andreiev , Jan Rabcan
• Face Recognition in the Presence of Non-Gaussian Noise 169-181
  Oleg Rudenko , Oleksandr Bezsonov , Denys Yakovliev
• Formal Models of Question-Answering Machine 182-193
  Igor Chimir , Anatolii Verlan
• Software for Statistical Processing and Modeling of a Set of Synchronously Registered Cardio Signals of Different Physical Nature 194-205
  Serhii Lupenko , Iaroslav Lytvynenko , Andrii Sverstiuk , Borys Shelestovskyi , Andrii Horkunenko
• Methodology for Performance Analysis of Distributed Knowledge-Based Systems 206-215
  Nataliia Kulykovska , Artur Timenko , Svitlana Hrushko , Stepan Skrupsky
• Modern Systems for Processing and Analyzing GEO-data Based on OLAP Technology 216-225
  Pavel Lukashevich , Alexei Belotserkovsky , Hrachya Astsatryan
• Towards Designing of Recommendation System for Recruiting of Software Development Teams 226-237
  Karina Melnyk , Natalia Borysova , Zoia Kochuieva , Dina Huliieva
• On Keystroke Pattern Variability in Virtual Desktop Infrastructure 238-248
  Ievgeniia Kuzminykh , Bogdan Ghita , Alexandr Silonosov
• Methodology for Evaluation the Performance Indicators of the Ergatic Information System Functioning 249-261
  Tetiana Vakaliuk , Ihor Pilkevych , Andrii Tokar , Roman Loboda
• Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case 262-271
  Volodymyr Rusyn , Sergey Subbotin , Aceng Sambas
• An Approach to Development of Interactive Adaptive Software Tool to Support Data Analysis Activity 272-286
  Dmytro Orlovskyi , Andrii Kopp , Ivan Bilous
• Synthesis of Spherical Object Configurations: Models and Information Technologies 287-298
  Oleksii Kartashov , Kyryl Korobchynskyi , Iryna Yakovleva , Georgiy Yaskov , Olga Yarovaya
• An Algorithm for Topic Modeling of Researchers Taking Into Account Their Interests in Google Scholar Profiles 299-311
  Serhiy Shtovba , Mykola Petrychko
• Intellectual Property Assurance Method for Digital University Ecosystem based on Blockchain Technology 312-323
  Oleksandr Kapliienko , Galyna Tabunshchyk , Tetiana Kapliienko , Carsten Wolff
• Steganographic Resources of FPGA-based Systems for Approximate Data Processing 324-333
  Kostiantyn Zashcholkin , Oleksandr Drozd , Svetlana Antoshchuk , Olena Ivanova , Oleg Sachenko
• A Reasonable Smart Home Technology on the Arduino 334-343
  Dmitry Lubianov , Kostiantyn Kasian , Mykola Kasian
• Conceptual Model of IoT-based Laboratory for Study the Electrical Engineering and Electronics 344-355
  Oleksandr Osolinskyi , Lubomyr Kolodiychyk , Hrystyna Lipyanina-Goncharenko , Anatoliy Sachenko , Lukasz Kopania , Volodymyr Kochan
• Self-Improvable Computer System Model and Architecture Based on Reconfigurable Hardware, Automatic Design and Synthesis Tools and Artificial Intelligence Technologies 356-367
  Anatoliy Melnyk , Viktor Melnyk
• The Contour of Causality in Control Automata of Systems 368-378
  Mykhailo Poliakov , Sergey Subbotin , Oleksii Poliakov
• Forms of Additions to Physical Models of Objects of Study in Remote Laboratories 379-389
  Karsten Henke , Mykhailo Poliakov , Heinz-Dietrich Wuttke , Johannes Nau , Oleksii Poliakov
• SVD-Aided EKF with Process Noise Covariance Adaptation Applied to Satellite Attitude Dynamics 390-399
  Chingiz Hajiyev , Demet Cilden-Guler
• Modeling the Dynamics of Information Panic in Society. COVID-19 case 400-408
  Sergey Bushuyev , Victoria Bushuieva , Svitlana Onyshchenko , Alla Bondar
• Parameters Identification for Fractional-fractal Model of Filtration-Consolidation Using GPU 409-418
  Vsevolod Bohaienko , Anatolij Gladky
• Methodology for Determining the Level of Process Control in Complex Systems Taking into Account Risk-oriented Factors From Safe Time to Pandemics 419-433
  Volodymyr Polishchuk , Miroslav Kelemen , Martin Kelemen
• Bi-objective Circular-Hole Based Topology Optimization Problem in Additive Manufacturing 434-444
  Georgiy Yaskov , Andrey Chugay , Tatiyana Romanova , Sergey Shekhovtsov
• Optimization of Data Transmission System Information Parameters for Complex Technical System's State Diagnosing 445-454
  Vladimir Vychuzhanin , Natalia Shibaeva , Nickolay Rudnichenko , Alexey Vychuzhanin
• Algorithm of Analysis and Conversion of Input Data of a Two-factor Multi-variative Transport Problem with Weight Coefficients 455-464
  Oleksii Chyzhmotria , Olena Chyzhmotria , Tetiana Vakaliuk
• Improvement of Grayscale Images in Orthogonal Basis of the Type-2 Membership Function 465-474
  Lyudmila Akhmetshina , Artyom Yegorov
• Neuro-fuzzy Control System for a Non-deterministic Object in Real Time 475-484
  Sergey Ivanov , Nataliia Maksyshko , Mykola Ivanov
• Topology Properties of Hierarchical Honeycomb Meshes 485-495
  Burhan Selcuk , Ayse Nur Altintas Tankul , Ali Karci
• Handwritten Digits Recognition Using SVM, KNN, RF and Deep Learning Neural Networks 496-509
  Yevhen Chychkarov , Anastasiia Serhiienko , Iryna Syrmamiikh , Anatolii Kargin