| Vol-3641 urn:nbn:de:0074-3641-3 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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 2023
3rd International Workshop of IT-professionals on Artificial Intelligence 2023

### Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2023) 2023

### Waterloo, Canada, November 20-22, 2023.

Edited by

### Dmytro Chumachenko *, **
Jasleen Kaur **
Sergiy Yakovlev *, ***
Plinio Morita **, ****

* National Aerospace University "Kharkiv Aviation Institute", Ukraine
** University of Waterloo, Canada
*** Lodz University of Technology, Poland
**** University of Toronto, Toronto

## Table of Contents

- Preface
  Summary: There were 75 papers submitted for peer-review to this workshop. Out of these, 27 papers were accepted for this volume, 18 as regular papers and 9 as short papers.

### Full papers

- Artificial Intelligence-Driven Cargo Optimization Service for Logistics 1-14
  Solomiia Fedushko, Yuriy Syerov, Michal Gregus
- Estimation of Ukrainian Refugees Impact on COVID-19 Dynamics in Czech Republic using Prophet Model 15-25
  Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko
- YORES: An Ensemble YOLO and Resnet Network for Vehicle Detection and Classification 26-37
  Akansha Singh, Krishna Kant Singh
- Cluster Method Applying to Covid-19 Event Study for the Largest USA Banks 38-47
  Andrii Kaminskyi, Maryna Nehrey
- The Higher Educational Information System: Management of the Timetable Scheduling 48-58
  Liudmyla Koliechkina, Olena Dvirna, Yuri Ivanov, Kseniia Verhal
- Development of a Syntax for Representing Regular Constraints on the Behavior of Distributed Systems with Output 59-70
  Grygoriy Zholtkevych, Pavlo Kovalev, Victoriya Kuznietcova, Anastasiia Morozova
- Intelligent Solution for Improving Winery Operations: Wine Production Management System 71-82
  Iryna Ivanochko, Natalia Kryvinska
- Competencies Model for the Socialization of Artificial Intelligence Systems 83-95
  Sergey Bushuyev, Natalia Bushuyeva, Victoria Bushuieva, Denis Bushuiev, Andrii Ivko
- Approaches to Organization of Change Tables for Real- Time Business Intelligence 96-106
  Anastasiia Morozova, Liliia Bielova, Ievgen Meniailov
- Trash detection on the floor with IntelRealSense 107-116
  Lesia Mochurad, Bohdan Herasym
- Misinformation Detection in Political News using BERT Model 117-127
  Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko
- Deep Learning Models for Estimating Number of Lambda- Term Reduction Steps 128-139
  Oleksandr Deineha, Volodymyr Donets, Grygoriy Zholtkevych
- Comparative Analysis of the Machine Learning Dimensionality Reduction Methods on the Example of Fetal Health Determination 140-151
  Oleksii Khlystun, Kseniia Bazilevych
- Cascade Model for Price and Time of Car Sales Prediction 152-167
  Volodymyr Shymanskyi, Vasyl Liaskovets
- Mathematical Modelling of Gas Admixtures Release, Dispersion and Explosion in Open Atmosphere 168-181
  Yurii Skob, Sergiy Yakovlev, Oksana Pichugina, Mykola Kalinichenko, Kyryl Korobchynskyi
- Multi-Criteria Decision Discrete Model for Selecting Software Components in Component-Based Development 182-193
  Liudmyla Koliechkina, Olena Dvirna, Serhii Khovben
- Involvement of information technologies for the startup online course for learning the English language 194-203
  Kyryl Korobchynskyi, Anastasiia Berestenko
- Constraint Community Detection: modelling approaches with applications 204-215
  Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob, Olha Matsiy

### Short papers

- Investigation of the Impact of Insulin Resistance on the Bone Density of the Upper Wall of the Maxillary Sinus 216-223
  Victoriia Alekseeva, Viktor Reshetnik, Marcus Frohme, Irina Kachailo, Irina Murizyna, Alina Nechyporenko
- An Intelligent Method of Prediction the Demand for Goods/Services in Crisis Conditions 224-232
  Khrystyna Lipianina-Honcharenko, Yevgeniy Bodyanskiy, Anatoliy Sachenko, Ivan Kit, Tetiana Podchasova, Taras Lendiuk
- Classification of Patients with Suspected Coronary Artery Disease Based on Locally Weighted Least Squares Method 233-239
  Mykola Butkevych, Kseniia Bazilevych, Iryna Trofymova
- Development of a Method for Increasing the Efficiency of Identifying the State of a Computer Network by Selecting the Most Informative Features in the Output Data 240-247
  Svitlana Gavrylenko, Vlad Zozulia
- Mathematical Modeling of the Braille Font Formation for the Information and Communication Environment Creation for Blind People 248-254
  Volodymyr Mayik, Nataliіa Lotoshynska, Lyudmyla Mayik, Kseniya Bazylyuk, Marian Khariv
- Using Binominal Theorem for Expression Tree Comparing in Intelligent Tutoring Systems 255-260
  Andrey Chukhray, David Dvinskykh, Vitaliy Narozhnyy, Iryna Trofymova, Tetiana Stoliarenko
- Intelligent Expert System for Detection of Healthcare- Associated Infections 261-269
  Andrii Hrimov, Yurii Parfeniuk, Maryna Railian, Oleksandr Popov, Tetyana Chumachenko,
- Mathematical Modeling of Rhesus Agglutinogen Dynamics in the Human Population 270-275
  Olena Kiseleva, Oleksandr Kuzenkov, Sergiy Yakovlev
- Implementation of the Uncertainty Calculation for the Detection of Negative Effect of Smoking on the Bone Density of Paranasal Sinuses 276-283
  Viktor Reshetnik, Victoriia Alekseeva, Anastasiia Devos, Rosana Nazaryan, Vitaliy Gargin Alina Nechyporenko

2024-01-17: submitted by Dmytro Chumachenko, metadata incl. bibliographic data published under Creative Commons CC0
2024-02-18: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|