Vol-2853
urn:nbn:de:0074-2853-7

Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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).

IntelITSIS 2021
Intelligent Information Technologies & Systems of Information Security 2021

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS

Khmelnytskyi, Ukraine, March 24–26, 2021.

Edited by

Tetiana Hovorushchenko *
Oleg Savenko *
Peter Popov **
Sergii Lysenko *

* Khmelnytskyi National University, Computer Engineering Department, Khmelnytskyi, Ukraine
** City University of London, Centre for Software Reliability, London, Great Britan

Table of Contents

Preface
Summary: There were 135 papers submitted for peer-review to this workshop. Out of these, 58 papers were accepted for this volume, 42 as regular papers and 16 as short papers.
Committees
Organizer and Partners

Plenary Session: Invited Talks

Intelligent System for Building Separation on a Semantically Segmented Map (keynote) 1-11
Volodymyr Hnatushenk Vadym Zhernovyi, Iryna Udovyk, Olga Shevtsova
Intelligent Information Technology for Providing Human Resources to Projects in a Multi-Project Environment (keynote) 12-23
Nataliia Dotsenko, Dmytro Chumachenko, Yuliia Husieva, Iryna Kadykova, Igor Chumachenko
HealthSupervisor: Mobile Application for Round-the-Clock Remote Monitoring of the Human Functional State (keynote) 24-37
Anatoliy Melnyk, Yurii Morozov, Bohdan Havano, Petro Hupalo

Session 1: Intelligent Information Technologies

Towards an Efficient Knowledge-based Recommendation System 38-49
Houda El Bouhissi, Micipsa Adel, Anis Ketam, Abdel-Badeeh M. Salem
Intelligent Solar Tracking System as a Prospect for Developing the Alternative Energetics in Ukraine 50-61
Mykola Skyba, Tetiana Hovorushchenko, Valeriy Martynyuk, Olexander Zasornov, Olga Pavlova
Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics 62-71
Sergii Babichev, Mykhailo Yasinskyi, Lyudmyla Yasinska-Damri, Yurii Ratushniak, Volodymyr Lytvynenko
Intelligent Information Technology for Supporting the Medical Decision-Making Considering the Legal Basis 72-82
Tetiana Hovorushchenko, Yelyzaveta Hnatchuk, Alla Herts, Oksana Onyshko
Modeling with Fuzzy Logic the Migration Capacity of UV-ink Components as a Factor of Potentially Harmful Pollution of Packaging 83-89
Vyacheslav Repeta, Valeriy Zhydetskyy, Olga Cherednichenko, Ihor Liakh
Neural Network Forecasting Using Big Data 90-98
Sergey Ivanov, Nataliia Maksyshko, Mykola Ivanov>
Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis 99-107
Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Vadym Shkarupylo
Convolutional hyper basis function neural network and its online learning in the image recognition task 108-117
Yevgeniy Bodyanskiy, Anastasiia Deineko, Oleksandr Hontsa, Oleksandr Zeleniy
Neural Approach for Named Entity Recognition 118-126
Kateryna Yalova, Kseniia Yashyna, Iryna Ivanochko
Formation of Linear Characteristic of Normalized Raster Transformation for Rhombic Elements 127-133
Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Danylo Hunko, Nataliia Savina
Determination of the Optical Density of Two-Parameter Tone Transfer for a Short Printing System of the Sixth Dimension 134-140
Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Roman Karpyn, Nataliia Savina
Intelligent System for Supporting Collaborative Decision Making by the Pilot/Air Traffic Controller in Flight Emergencies 127-141
Yuliya Sikirda, Tetiana Shmelova, Vyacheslav Kharchenko, Mykola Kasatkin
Intelligent Information System for the Determination of Iron in Coagulants Based on a Neural Network 142-150
Andrii Safonyk, Maksym Mishchanchuk, Volodymyr Lytvynenko
Information Technology for Extraction of Coherent Text Fragments from Scientometric Databases 151-157
Svitlana Petrasova, Nina Khairova
Method for Determining the Informativeness of the Software Requirements Specifications 158-167
Ivan Lopatto, Mykyta Lebiga, Yurii Forkun, Artem Boyarchuk
Intelligent Information Technologies Implementation to the Process of Professional Self-identification 168-177
Bohdan Yeremenko, Yuliia Riabchun, Vitalii Ploskiy, Iryna Aznaurian, Daoud Mezzane, Natalia Kryvinska
Method for Automatic Processing of Audit Content Based on Bidirectional Neural Network Mapping 178-189
Tatiana Neskorodieva, Eugene Fedorov
Formal Model of Trustworthy Artificial Intelligence Based on Standardization 190-197
Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk
Stochastic Game Model of Data Clustering 198-213
Petro Kravets, Yevhen Burov, Oksana Oborska, Victoria Vysotska, Lyudmyla Dzyubyk, Vasyl Lytvyn
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions 214-227
Iurii Krak, Olexander Barmak, Pavlo Radiuk
Intellectual Information System for Supporting Text Data Rephrasing Processes Based on Deep Learning 228-237
Nickolay Rudnichenko, Vladimir Vychuzhanin, Natalia Shibaeva, Svetlana Antoshchuk, Igor Petrov
Optimal Selection of Membership Functions Types for Fuzzy Control and Decision Making Systems 238-247
Oleksiy Kozlov
Method of Forecasting the Characteristics and Evaluating the Implementation Success of IT Projects Based on Requirements Analysis 248-258
Yelyzaveta Hnatchuk, Olga Pavlova, Krystyna Havrylyuk
Modeling of Alternatives and Defining the Best Options for Websites Design 259-270
Vsevolod Senkivskyy, Iryna Pikh, Sergii Babichev, Alona Kudriashova, Nataliia Senkivska
Information Model for Determining the Significance of Factors Influencing the Level of Digital Noise in Photographic Images 271-279
Bohdan Kovalskyi, Artem Boyarchuk, Myroslava Dubnevych, Tetyana Holubnyk
Automatic Processing of Digital X-ray Medical Images by Bilateral Filtration Method 280-294
Serhiy Balovsyak, Mariana Borcha, Michal Gregus ml., Khrystyna Odaiska, Nataliya Serpak
Air Pollution Prediction as a Source for Decision Making Framework in Medical Diagnosis 295-302
Valerii Lovkin, Andrii Oliinyk, Yurii Lukashenko
Synthesis and Research of a Model of Factors of Infographics Compositional Design with Elements of Visual Communication 303-322
Oleksandr Tymchenko, Nataliia Kunanets, Svitlana Vasiuta, Olha Sosnovska, Orest Khamula
Modification of the “Piramidal” Algorithm of the Small Time Series Forecasting 323-332
Yuriy Turbal, Mariana Turbal, Andriy Bomba, Abd Alkaleg Hsen Driwi, Nataliia Kunanets
Decision-Support System for Spatially Distributed Multi-Hazard Risk Analysis 333-345
Maryna Zharikova, Volodymyr Sherstjuk, Bohdan Sakovych, Tetyana, Tety
Intelligent Method of a Competitive Product Choosing based on the Emotional Feedbacks Coloring 346-357
Roman Gramyak, Hrystyna Lipyanina-Goncharenko, Anatoliy Sachenko, Taras Lendyuk, Diana Zahorodnia
Intelligent Decision Support Agent Based on Fuzzy Logic in Athletes’ Adaptive E-Learning Systems 358-365
Yaroslav Hnatchuk, Alina Hnatchuk, Maryan Pityn, Ivan Hlukhov, Olga Cherednichenko

Session 2: Systems of Information Security

Method of Assessing the Influence of Personnel Competence on Institutional Information Security 366-375
Ihor Pilkevych, Oleg Boychenko, Nadiia Lobanchykova, Tetiana Vakaliuk, Serhiy Semerikov
Precision Automated Phonetic Analysis of Speech Signals for Information Technology of Text-dependent Authentication of a Person by Voice 376-388
Oleg Bisikalo, Olesia Boivan, Nina Khairova, Oksana Kovtun, Viacheslav Kovtun
Fractional Gaussian Noise Traffic Prediction Based on the Walsh Functions 389-400
Vyacheslav Gorev, Alexander Gusev, Valerii Korniienko
Same Bit-Size Moduli Formation of Residue Number System for Application in Asymmetric Cryptography 401-408
Mykhailo Kasianchuk, Ihor Yakymenko, Vasyl Yatskiv, Stepan Ivasiev, Andriy Sverstiuk
GPU Implementation of Quantum Secure ABC Cryptosystem on Cuda 409-416
Sedat Akleylek, Ramazan Koyutürk, Hakan Kutucu
Architecture of the Simulator of the Personal Local Wireless Networks: Examples of implementation 417-429
Oleksandr Tymchenko, Bohdana Havrysh, Mariya Nazarkevych, Oleksandr O. Tymchenko, Orest Khamula
Application of Pseudo-Memory Finite Automata for Information Encryption 430-439
Gulmira Shakhmetova, Zhanat Saukhanova, Nur Izura Udzir, Altynbek Sharipbay, Nurgazy Saukhanov
Implementation of Control by Parameters of Client Automated Workplaces of Specialized Information Systems for Neutralization malware 440-452
Mykola Stetsyuk, Vasyl Stetsyuk, Bohdan Savenko, Oleg Savenko, Maciej Dobrowolski
Resilient Computer Systems Development for Cyberattacks Resistance 453-461
Sergii Lysenko, Kira Bobrovnikova, Piotr Gaj, Tomas Sochor, Iryna Forkun
Assessing Security Risks Method in E-Commerce System for IT Portfolio Management 462-479
Myroslava Bublyk, Victoria Vysotska, Lyubomyr Chyrun, Valentyna Panasyuk, Oksana Brodyak
Automated Compressed Image Recovery Implementation for Video Surveillance Systems as Information Security Improvement 480-485
Iryna Moіseіenko, Ivanna Dronyuk, Olena Gorina, Halina Mykhailyshyn, Kateryna Dubska
A System for Detecting Anomalies and Identifying Smart Home Devices Using Collective Communication 486-497
Anastasiia Nicheporuk, Andrii Nicheporuk, Anatoliy Sachenko, Oleg Sachenko, Andrii Kazantsev
Information-resource and Cognitive Concept of Threat’s Influence Identification on Technogenic System Based on the Cause and Category Diagrams Integration 498-516
Lubomir Sikora, Rostislav Tkachuk, Natalia Lysa, Ivanna Dronyuk, Olga Fedevych, Romana Talanchuk
Application of Multifactor Analysis for the Purpose of Detecting Malicious Software Implants of the Software in Local Computer Networks 517-526
Vadym Paiuk, Volodymyr Kosenkov, Oleg Savenko, Andrii Nicheporuk, Olena Geidarova
Authentication and Request Processing Model in High Load Modes for IoT Components 527-538
Sergii Surkov, Oleksandr Martynyuk
K-means Clustering of Honeynet Data with Unsupervised Representation Learning 539-549
Antonina Kashtalian, Tomas Sochor
The Cyber-Physical System for Increasing the Efficiency of the Iron Ore Desliming Process 550-559
Volodymyr Morkun, Natalia Morkun, Andrii Pikilnyak, Serhii Semerikov, Oleksandra Serdiuk, Irina Gaponenko
IMECA Based Assessment of Internet of Drones Systems Cyber Security Considering Radio Frequency Vulnerabilities 560-570
Volodymyr Torianyk, Vyacheslav Kharchenko, Heorhii Zemlianko
Checkability Important for Fail-Safety of FPGA-based Components in Critical Systems 571-580
Oleksandr Drozd, Olena Ivanova, Kostiantyn Zashcholkin, Vitaliy Romankevich, Julia Drozd
Models of Distributed Systems Testing Based on Energy Consumption in Behavior 581-593
Oleksandr Martynyuk, Lyudmila Sugak, Hanna Stepova, Victor Antoniuk, Igor Mileiko
Data Structures and Lookup Algorithms Investigation for the IEEE 802.15.4 Security Procedures Implementation 594-613
Viktor Melnyk
Technique for IoT Cyberattacks Detection Based on the Energy Consumption Analysis 614-626
Kira Bobrovnikova, Sergii Lysenko, Peter Popov, Dmytro Denysiuk, Andrii Goroshko
An Approach to Stego-Container Organization in FPGA Systems for Approximate Data Processing 627-636
Kostiantyn Zashcholkin, Oleksandr Drozd, Olena Ivanova, Ruslan Shaporin, Mykola Kuznietsov

2021-04-12: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2021-04-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|