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