MoMLeT+DS 2020
Modern Machine Learning Technologies and Data Science Workshop 2020

Table of Contents

• Cover and Preface
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• Specialized Interactive Methods for Using Data on Radar Application Models 1-11
  AndriiVasyliuk , Taras Basyuk , Vasyl Lytvyn
• Development of the Information System for Finding the Best Route for Electric Cars 12-29
  Oleh Veres , Pavlo Ilchuk , Olha Kots , Vladyslav Yerofieiev
• Modeling of 3- and 5-Isogenies of Supersingular Edwards Curves 30-39
  Anatoly Bessalov , Volodymyr Sokolov , Pavlo Skladannyi
• Estimation Method of Information System Functioning Quality Based on the Fuzzy Logic 40-56
  Nadia Vasylkiv , Lesia Dubchak , Anatoliy Sachenko
• Techniques Comparison for Natural Language Processing 57-67
  Olena Iosifova , Ievgen Iosifov , Oleksandr Rolik , Volodymyr Sokolov
• Selection of Effective Methods of Big Data Analytical Processing in Information Systems of Smart Cities 68-78
  Oleksii Duda , Nataliia Kunanets , Oleksandr Matsiuk , Volodymyr Pasichnyk , Nataliia Veretennikova , Anatoliy Fedonuyk , Valentyna Yunchyk
• Optimal Strategy for the Development of Insurance Business Structures in a Competitive Environment 79-94
  Rostyslav Yurynets , Zoryna Yurynets , Ivanna Myshchyshyn , Natalia Zhyhaylo , Andriy Pekhnyk
• Forecasting Temperatures of a Synchronous Motor with Permanent Magnets Using Machine Learning 95-120
  Oleh Soprun , Myroslava Bublyk , Yurii Matseliukh , Vasyl Andrunyk , Lyubomyr Chyrun , Ivan Dyyak , Anatoly Yakovlev , Michael Emmerich , Oleksandr Osolinsky , Anatoliy Sachenko
• Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach 121-131
  Arina Herasymova , Dmytro Chumachenko , Halyna Padalko
• Propaganda Detection in Text Data Based on NLP and Machine Learning 132-144
  Vitaliia-Anna Oliinyk , Victoria Vysotska , Yevhen Burov , Khrystyna Mykich , Vitor Basto-Fernandes
• Method for Automatic Analysis of Compliance of Expenses Data and the Enterprise Income by Neural Network Model of Forecast 145-158
  Tatiana Neskorodieva , Eugene Fedorov
• DDOS Attacks Analysis Based on Machine Learning in Challenges of Global Changes 159-171
  Roman Lynnyk , Victoria Vysotska , Yurii Matseliukh , Yevhen Burov , Lyubomyr Demkiv , Andrij Zaverbnyj , Anatoliy Sachenko , Inna Shylinska , Iryna Yevseyeva , Oksana Bihun
• Analysis of the Demand for Bicycle Use in a Smart City Based on Machine Learning 172-183
  Diana Koshtura , Myroslava Bublyk , Yurii Matseliukh , Dmytro Dosyn , Liliya Chyrun , Olga Lozynska , Ihor Karpov , Ivan Peleshchak , Mariya Maslak , Oleg Sachenko
• The Use of Modern Information Technology in Medical and Health Institutions of Truskavets Resort 184-197
  Mykola Odrekhivskyy , Volodymyr Pasichnyk , Nataliia Kunanets , Antonii Rzheuskyi , Galyna Korz , Danylo Tabachyshyn
• The Diagnostics Methods for Modern Communication Tools in the Armed Forces of Ukraine Based on Neural Network Approach 198-208
  Oleg Klymovych , Volodymyr Hrabchak , Oleksandr Lavrut , Tetiana Lavrut , Vasyl Lytvyn , Victoria Vysotska
• Virtual Reality Platform Using ML for Teaching Children with Special Needs 209-220
  Mariia Horbova , Vasyl Andrunyk , Lyubomyr Chyrun
• Service-Oriented Architecture Development as an Integrating Platform in the Tourist Area 221-236
  Dmytro Uhryn , Vasyl Andrunyk , Lyubomyr Chyrun , Nataliya Antonyuk , Ivan Dyyak , Oleh Naum
• Developing the Key Attributes for Product Matching Based on the Item’s Image Tag Comparison 237-247
  Olga Cherednichenko , Olha Yanholenko , Olga Kanishcheva
• Neuroagent Game Model of Collective Decision Making in Conditions of Uncertainty 248-267
  Petro Kravets , Volodymyr Pasichnyk , Olga Artemenko , Antonii Rzheuskyi
• The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy 268-279
  Ryszard Pukała , Nataliya Vnukova , Svitlana Achkasova , Oleksii Gorokhovatskyi
• The Technology of Short-Term Planning for Resolving the Problems with High Level of Uncertainty on an Enterprise 280-293
  Karina Melnyk
• Formal Aspects of Case-Based Decisions Making Support by Wells Drilling 294-303
  Vasyl Sheketa , Mykola Chesanovskyy , Volodymyr Pikh , Yulia Romanyshyn , Lyubov Samaniv , Mykola Pasyeka
• The use of Dyadic and Advisory Opinions in the Model of Group Dynamics of the Decision-Making Process for Software System Developers 304-313
  Mykola Pasyeka , Nadia Pasieka , Vasyl Sheketa , Yulia Romanyshyn , Oksana Kondur , Mariana Varvaruk
• A Mobile Museum Guide Application 314-326
  Taras Teslyuk , Vasyl Teslyuk , Halyna Lypak , Nataliia Kunanets , Nataliia Veretennikova
• Forecasting the Risk of the Resource Demand for Dairy Farms Basing on Machine Learning 327-340
  Аnatoliy Тryhuba , Vitaliy Boyarchuk , Inna Tryhuba , Oksana Ftoma , Roman Padyuka , Mykola Rudynets
• The Analysis of File Format Conversion Tools for Storing 3D Objects for the iOS Platform 341-350
  Dmytro Ostrovka , Vasyl Teslyuk
• An Information System Prototype for Monitoring and Modeling the Spread of Viral Infections 351-366
  Yaroslav Vyklyuk , Nataliia Kunanets , Volodymyr Pasichnyk , Olena Husak , Oksana Kunanets , Yurii Kryvenchuk
• Method for Finding a Plan for Solving Mathematical Problems as Component of Information Technology 367-383
  Nadia Pasieka , Mykola Pasyeka , Vasyl Sheketa , Halina Mykhailyshyn , Oksana Kondur , Mariana Varvaruk
• Qualitative Evaluation of the Process of Functionally Stable Recovery Control of the Aircraft in Emergencies with an Algorithm Based on Solving Inverse Dynamic Problems 384-394
  Oleg Mashkov , Victor Chumakevych , Vadym Ptashnyk , Igor Puleko
• Improved Canny’s Method for Laser Scribes Contour Selection in Solar Cells 395-405
  Ivan Kit , Kondrat Grzeszczyk , Diana Zahorodnia , Hrystyna Lipyanina , Vitaliy Dorosh , Pavlo Bykovyy , Volodymyr Kochan , Anatoliy Sachenko
• The Use of Inductive Methods to Identify Subtypes of Glioblastomas in Gene Clustering 406-418
  Iryna Lurie , Volodymyr Lytvynenko , Serge Olszewski , Mariia Voronenko , Alexander Kornelyuk , Ulzhalgas Zhunissova , Оleg Boskin
• Modeling and Predicting the Organochlorine Pesticides Concentration in the Child’s Body Based on their Accumulation in the Mother’s Body 419-432
  Violetta Demchenko , Serge Olszewski , Mariia Voronenko , Eva Zaets , Nataliia Savina , Iryna Lurie , Volodymyr Lytvynenko
• Trees’ Condition Data Analysis Based on Drone Monitoring and Machine Learning Technology 433-456
  Alina Dmytriv , Victoria Vysotska , Petro Kravets , Ihor Karpov , Michael Emmerich
• Analysis and Estimation of Popular Places in Online Tourism Based on Machine Learning Technology 457-470
  Yurii Tverdokhlib , Vasyl Andrunyk , Liliya Chyrun , Lyubomyr Chyrun , Nataliya Antonyuk , Ivan Dyyak , Oleh Naum , Dmytro Uhryn , Vitor Basto-Fernandes
• Restoration of Information in On-Board Information and Controlling Complexes of Movable Objects in Emergency Situations 471-490
  Oleg Mashkov , Viktoriya Kosenko
• Forecasting the Risk of Cervical Cancer in Women in the Human Capital Development Context Using Machine Learning 491-501
  Iryna Bodnar , Myroslava Bublyk , Oleh Veres , Olga Lozynska , Ihor Karpov , Yevhen Burov , Petro Kravets , Ivan Peleshchak , Olena Vovk , Olga Maslak
• Optimization Model of the Buses Number on the Route Based on Queueing Theory in a Smart City 502-515
  Liliia Podlesna , Myroslava Bublyk , Igor Grybyk , Yurii Matseliukh , Yevhen Burov , Petro Kravets , Olga Lozynska , Ihor Karpov , Ivan Peleshchak , Roman Peleshchak
• Tourist Itineraries Plan Design Based on the Behavior of Bee Colonies 516-539
  Dmytro Uhryn , Oleh Naum , Nataliya Antonyuk , Ivan Dyyak , Liliya Chyrun , Andriy Demchuk , Victoria Vysotska , Zoriana Rybchak , Taras Batiuk