| Vol-3003 urn:nbn:de:0074-3003-6 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).

# ProfIT AI 2021
IT-professionals on Artificial Intelligence 2021

### Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021

### Kharkiv, Ukraine, September 20-21, 2021.

Edited by

### Dmytro Chumachenko *
Oleksandr Sokolov **
Natalia Kryvinska ***
Serhii Yakovlev *

* National Aerospace University "Kharkiv Aviation Institute", Ukraine
** Nicolaus Copernicus University, Poland
** Comenius University in Bratislava, Slovak Republic

## Table of Contents

- Preface
  Summary: There were 40 papers submitted for peer-review to this workshop. Out of these, 16 papers were accepted for this volume, 7 as regular papers and 9 as short papers.

### Presented papers

- Models and Software for Intelligent Web-Based Testing System in Mathematics 1-10
  Andrey Chukhray, Elena Yashina
- Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain 11-22
  Eduard Manziuk, Iurii Krak, Olexander Barmak, Olexander Mazurets, Vladyslav Kuznetsov, Olexander Pylypiak
- Hybrid Approaches to Solving Classification Problems with Constraints 23-32
  Oksana Pichugina, Olha Matsiy
- Adaptive Support of the Educational Process by the Automated Library Information System 33-42
  Andriy Andrukhiv, Alina Petrushka, Yurii Kryvenchuk
- The Use of Information and Communication Technologies as a Means of Analyzing Public Interest in Historical Events in Wikipedia Regarding Documenting the Social and Cultural Sphere 43-54
  Тetiana Bilushchak, Viktoriia Dobrovolska, Iryna Ivanochko, Nataliia Boiko
- The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent Analysis 55-64
  Dmytro Boyko, Dmytro Chumachenko, Tetyana Chumachenko, Sergey Lvov, Artem Lytovchenko, Olena Muradyan, Grygoriy Zholtkevych
- Intelligent Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using Shannon Method 65-75
  Kseniia Bazilevych, Serhii Krivtsov, Mykola Butkevych
- Method for Clusters and Classifying the Objects in Images 76-82
  Natalya Shakhovska, Oleksii Shamuratov
- Machine Learning Approach to COVID-19 Epidemic Process Simulation using Polynomial Regression Model 83-91
  Darina Kapusta, Alireza Mohammadi, Dmytro Chumachenko
- Performance Evaluation of ML-based Classifiers for HEI Graduate Entrants 92-97
  Khrystyna Zub, Pavlo Zhezhnych
- Hyperplane Clustering of the Data in the Vector Space of Features Based on Pseudo Inversion Tools 98-105
  Iurii Krak, Hrygorii Kudin, Veda Kasianiuk, Mykola Efremov
- The system of temperature and conditioning control in industrial grain storages 106-113
  Yurii Kryvenchuk, Maryana Zakharchuk, Oksana Chervinska, Olena Pylypiv, Hanna Shayner
- Optimal Spatial Configurations Synthesis Using Visualization of the Decision-Making Process 114-122
  Sergiy Yakovlev, Oleksii Kartashov, Kyryl Korobchynskyi, Iryna Yakovleva, Olga Yarovaya
- Intelligent Decision-Making in Conditions of Uncertainty in Games with Nature 123-131
  Pavlo Pyrohov, Ievgen Meniailov
- Mathematical Model for the Optimization of the Airport Self-Service Kiosks System 132-140
  Gege Zhu, Iryna Ivanochko, Emilia Lehtinen, Tetiana Klynina
- Method of user authentication by keyboard handwriting based on neural networks and genetic algorithm 141-149
  Andrii Pryimak, Yurii Yaremchuk, Olha Salieva, Vasyl Karpinets, Nataliia Kunanets

2021-11-08: submitted by Dmytro Chumachenko, metadata incl. bibliographic data published under Creative Commons CC0
2021-11-13: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|