| 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|