ProfIT AI 2023
3rd International Workshop of IT-professionals on Artificial Intelligence 2023

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