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