MoMLeT&DS 2023
Modern Machine Learning Technologies and Data Science Workshop

Table of Contents

• Cover and Preface
  Summary: There were 64 papers submitted for peer-review to Modern Machine Learning Technologies and Data Science Workshop 2023. Out of these, 43 papers were accepted for this volume.
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• Classification System Based on Ensemble Methods for Solving Machine Learning Tasks 1-11
  Peter Bidyuk , Irina Kalinina , Oleksandr Zhebko , Aleksandr Gozhyj , Tetiana Hannichenko
• Locating Changepoints in Multidimensional Time Series Using Non-Parametric Methods 12-24
  Dmitriy Klyushin , Andrii Urazovskyi
• Combining Forecasts Based on Time Series Models in Machine Learning Tasks 25-35
  Irina Kalinina , Peter Bidyuk , Aleksandr Gozhyj , Pavlo Malchenko
• A Survey on COVID-19 related Fake News Detection using Machine Learning Models 36-46
  Rayees Ahmad Dar , Dr. Rana Hashmy
• Development of the Testbed for Testing Deep Learning Based IDS System for 5G Network 47-64
  Roman Odarchenko , Azamat Imanbayev , Alla Pinchuk
• Machine Learning and Modeling of the Impact of Trademark Filings on GDP Growth based on Python 65-76
  Serhii Robotko , Andriy Topalov , Serhii Nekrasov , Valeriy Zaytsev , Dmytro Zaytsev
• Predicting Pseudo-Random and Quantum Random Number Sequences using Hybrid Deep Learning Models 77-88
  Dmytro Proskurin , Sergiy Gnatyuk , Tetiana Okhrimenko
• Neural Network Method for Controlling the Helicopters Turboshaft Engines Free Turbine Speed at Flight Modes 89-108
  Serhii Vladov , Yurii Shmelov , Ruslan Yakovliev , Yurii Stushchanskyi , Yurii Havryliuk
• Handwritten Ukrainian Character Recognition using a Convolutional Neural Networks and Synthetic Dataset 109-121
  Yevhen Chychkarov , Olha Zinchenko
• Prediction of the Duration of Inpatient Treatment of Diabetes in Children Based on Neural Networks 122-135
  Аnatoliy Тryhuba , Oksana Malanchuk , Inna Тryhuba
• Collaborative Business Intelligence Virtual Assistant 136-149
  Olga Cherednichenko , Fahad Muhammad
• Modelling of Development of Hotel Business Potential and Economic Growth in Ukraine 150-160
  Rostyslav Yurynets , Zoryna Yurynets , Maryna Nehrey , Yulia Biriukova , Natalia Zhyhaylo
• Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach 161-170
  Oleh Basystiuk , Nataliia Melnykova , Zoriana Rybchak
• Identification and Tracking of Unmanned Aerial Vehicles Based on Radar Data 171-181
  Lesia Mochurad , Roman Bliakhar , Nataliia Reverenda
• Product Recommendation System Using Graph Neural Network 182-192
  Yuliana Lavryk , Yurii Kryvenchuk
• CUDA-Based Algorithm for Lidar Position Determination in Mobile Robotics 193-203
  Lesia Mochurad , Ostap-Vasyl Matviiv , Halyna Lema , Roksolana Vilhutska
• Regression Modeling for Monitoring Organochlorine Pesticide Residues 204-218
  Serge Olszewski , Iryna Lurie , Volodymyr Lytvynenko , Violetta Demchenko , Mariia Voronenko , Natalia Kornilovska , Oleg Boskin
• Investigation and Comparative Analysis of Algorithms about Recognition of Micro Mimics for Analysis of Person Using Emotional AI 219-232
  Oleksandr Yaremchenko , Petro Pukach
• Information System of Air Quality Assessment Using Data Interpolation from Ground Stations 233-245
  Bohdan Molodets , Volodymyr Hnatushenko , Daniil Boldyriev , Tetiana Bulana
• Independent Factors Simulation of the Influence on the Level of Sustainable Development in Intellectual Systems of Management 246-258
  Maryana Gvozd , Solomiia Ohinok , Uliana Ivaniuk , Kateryna Protsak , Liana Chernobay
• Software Tool for Ensuring Data Integrity and Confidentiality Through the Use of Cryptographic Mechanisms 259-273
  Ruslana Aleksieieva , Andriy Fesenko , Andriy Dudnik , Yerlan Zhanerke
• Towards the Software Solution for Complexity Minimization of Business Process Models to Improve Understandability 274-286
  Andrii Kopp , Dmytro Orlovskyi
• UAS Flight Trajectory Optimization Algorithm Based on Operative Meteorological Information 287-297
  Maxim Ivanytskyi , Yevheniia Znakovska , Yuliya Averyanova
• Methodology of Formation of the Individual Study Plan of the Student Based on the Graph Model of the Dependence of Disciplines 298-307
  Svitlana Krepych , Iryna Spivak , Serhii Spivak
• Modeling the Development of the Tourism Industry Using the Koba-Douglas Function for Intelligent Management Systems 308-321
  Nestor Shpak , Ihor Novakivskyi , Ihor Kulyniak , Viktoriya Kharchuk , Ihor Oleksiv
• Human Morphofunctional Indicators-Based Decision Support System for Choosing Kind of Sport 322-333
  Olga Pavlova , Oleksandr Soltyk , Valeriia Shvaiko , Julia Ilchyshyna , Houda El Bouhissi
• Health Recommender System for Smart Cities 334-343
  Houda El Bouhissi , Dyhia Tagzirt , Faycal Bouredjioua , Olga Pavlova
• Model of the Recommender System for the Selection of Electronic Learning Resources 344-355
  Volodymyr Pasichnyk , Nataliia Kunanets , Valentyna Yunchyk , Maria Khomyak , Svitlana Yatsyuk , Vadim Muliar , Anatolii Fedonuyk
• The Stochastic Game Model for Solving Self-Organization Problem of the Hamilton Graph Cycle 356-371
  Petro Kravets , Mykola Prodaniuk , Volodymyr Pasichnyk
• Using React and Fuzzy Expert Systems for Better Travel Experience in Local Route Planning 372-384
  Nataliia Kunanets , Olga Artemenko , Volodymyr Pasichnyk , Vasyl Kut , Arsen Ivanchov
• Methods of Recommendations for Analysis of Computer Components 385-405
  Oleh Veres , Pavlo Ilchuk , Olha Kots
• Design and Implementation of a Ukrainian-Language Educational Platform for Learning Programming Languages 406-420
  Andrii Vasyliuk , Taras Basyuk , Vasyl Lytvyn
• Peculiarities of a Decision-Making Support System Development in Conditions of Uncertainty 421-434
  Taras Basyuk , Andrii Vasyliuk , Olga Artemenko
• A Method for Modifying the Geometry of 3D Surfaces in USDZ Format with Further Implementation in the SceneKit Game Engine 435-445
  Dmytro Ostrovka , Vasyl Teslyuk , Mariana Seneta , Iryna Kazymyra , Tetyana Smerdova
• Smart Search and Diagnosis Assistant System for Physicians 446-457
  Mariia Nazarkevych , Oleh Faizulin , Mykhailo Luchkevych
• Influencing Factors Analysis on European and World Regional Economies Development Caused by War in Ukraine Based on Multi-Criteria Decision-Making Theory 458-487
  Victoria Vysotska , Myroslava Bublyk , Yurii Matseliukh , Maryna Shevchenko , Valentyna Panasyuk , Dmytro Karpyn
• Sentiment Analysis of Information Space as Feedback of Target Audience for Regional E-Business Support in Ukraine 488-513
  Victoria Vysotska , Oksana Markiv , Stepan Tchynetskyi , Bohdan Polishchuk , Oksana Bratasyuk , Valentyna Panasyuk
• Virtual Reality in Art Therapy for Children with Autism 514-525
  Vasyl Andrunyk , Nataliya Kalka , Tetiana Shestakevych
• Information Technology for Foreign Languages Remote Learning with Adaptation to the User Based on Machine Learning 526-550
  Taras Sopin , Victoria Vysotska , Oksana Markiv , Lyubomyr Chyrun , Vasyl Andrunyk , Sofia Chyrun , Oleh Naum
• Tweets about Ukraine during the russian-Ukrainian War: Quantitative Characteristics and Sentiment Analysis 551-560
  Roksolana Nazarchuk , Solomiia Albota
• IT Slang Analysis System 561-571
  Hanna Kravchenko , Zoriana Rybchak , Olha Kulyna , Tetiana Shestakevych
• An Exploratory Data Analytics of Multivariate Observational Metrics on Generative AI 572-581
  Wilson Ahiara , Temitope Abioye , Tochukwu Chiagunye , Taiwo Olaleye
• Novel Methodology for Detecting Effective Features in Patients with Multiple Myeloma 582-609
  Małgorzata Szatkowska , Waldemar Wójcik , Wojciech Legiec , Iryna Lurie , Serge Olszewski , Volodymyr Lytvynenko , Mariia Voronenko