MoMLeT&DS 2021
Modern Machine Learning Technologies and Data Science Workshop

Table of Contents

• Cover and Preface
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• On the Effect of Complex Network Topology in Managing Epidemic Outbreaks 1-15
  Yulian Kuryliak, Michael Emmerich, Dmytro Dosyn
• Holt’s Linear Model of COVID-19 Morbidity Forecasting in Ukraine 16-25
  Darina Kapusta, Serhii Krivtsov, Dmytro Chumachenko
• Knowledge Representation and Automated Formal Reasoning in Description Logic ALC 26-39
  Vasyl Lenko, Volodymyr Pasichnyk, Natalia Kunanets, Yurii Shcherbyna
• Solutions Outlining on the Set of Structured Technological Problems with Imposed Constraints 40-50
  Vasyl Sheketa, Roman Vovk, Volodymyr Pikh, Yulia Romanyshyn, Kostiantyn Kravtsiv, Liudmyla Poteriailo, Volodymyr Protsiuk, Mykola Pasyeka
• Mathematical Models of Group Dynamics When Working in Teams of Developers of Training Distance Courses 51-61
  Svitlana Chupakhina, Nadiia Pasieka, Marianna Matishak, Mykola Pasieka, Yulia Romanyshyn
• Activating the Process of Educational Services Using Independent Computing Resources to Manage and Monitor the Quality of Learning 62-74
  Nadiia Pasieka, Nelly Lysenko, Oleksandra Lysenko, Vasyl Sheketa, Mykola Pasieka, Mariana Varvaruk
• The Developing of the System for Automatic Audio to Text Conversion 75-84
  Vladyslav Tsap, Nataliya Shakhovska, Ivan Sokolovskyi
• Towards Classifying HTML-embedded Product Data Based On Machine Learning Approach 85-95
  Oleksandr Matveiev, Anastasiia Zubenko, Dmitry Yevtushenko, Olga Cherednichenko
• Medical Image Enhancement Based on Convolutional Denoising Autoencoders and GMD Model 96-106
  Serhii Yaroshchak, Mahmoud Smaida, Youness El Barg
• Models of the Influence of Factors on the Process of Digital Inkjet Printing of Photographic Images 107-116
  Vyacheslav Repeta, Ihor Myklushka, Valeriy Zhydetskyy, Valentyna Slobodianyk, Volodymyr Pylypiuk
• Nonparametric Test for Change Point Detection in Time Series 117-127
  Dmitriy Klyushin, Irina Martynenko
• Intelligent Search Engine Development in Designing the Multilevel Model of Academic Library 128-140
  Tetyana Neroda, Roman Ivaskiv, Lidiia Slipchyshyn
• Cognitive Modeling of the Learning Process of Training IT Specialists 141-150
  Valentyna Yunchyk, Anatoliy Fedonuyk, Maria Khomyak, Svetlana Yatsyuk
• Exploring Dynamic Equilibrium Of Alternatives On The Base Of Rectangular Stochastic Matrices 151-160
  Oleksiy Oletsky
• The Development of a Genetic Method to Optimize the Flue Gas Desulfurization Process 161-173
  Ievgen Fedorchenko, Аndrii Oliinyk, Tetiana Fedoronchak, Tetiana Zaiko, Anastasiia Kharchenko
• Structural Optimization of Fuzzy Systems based on Determination of Linguistic Terms Number 174-185
  Oleksiy Kozlov
• Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method 186-195
  Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko
• Forecasting the Fund of Time for Performance of Works in Hybrid Projects Using Machine Training Technologies 196-206
  Nazar Koval, Аnatoliy Tryhuba, Igor Kondysiuk, Inna Тryhuba, Oksana Boiarchuk, Mykola Rudynets, Vitalij Grabovets, Vasyl Onyshchuk
• Investigation of the Secure Paths Set Calculation Approach Based on Vulnerability Assessment 207-217
  Maryna Yevdokymenko, Oleksandra Yeremenko, Anastasiia Shapovalova, Maryna Shapoval, Volodymyr Porokhniak, Natalja Rogovaya
• Usage of Artificial Intelligence Systems and Working with the Neural Network in Assessing the Condition of Plants in Smart Greenhouses 218-230
  Olha Danyltsiv, Andrii Khomiak, Oleg Nazarevych
• Analysis of the Effectiveness of the Successive Concessions Method to Solve the Problem of Diversification 231-242
  Anna Bakurova, Hanna Ropalo, Elina Tereschenko
• Tensor Models for Data Extraction and Use of Hidden Knowledge in the Environment of Uncertainty Modeled by Fuzzy Sets of 1 and 2 Types 243-262
  Yuri Minaev, Oksana Filimonova, Julia Minaeva
• Model and Tools of Adaptive Control of a Smart Home System 263-272
  Khrystyna Beregovska, Vasyl Teslyuk, Vasyl Beregovskyi, Iryna Kazymyra, Liudvih Fabri
• Mathematical Model of Semantic Kernel of WEB site 273-282
  Sergey Orekhov, Henadii Malyhon, Tetiana Goncharenko
• Intelligent Information System for Remote Customer Service 283-299
  Oleh Veres, Pavlo Ilchuk, Olha Kots
• Human Operator Stress Assessment System 300-309
  Nataliya Boyko, Mariia Yatskiv
• Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction 310-326
  Nataliya Boyko, Olena Moroz
• Corpus Technologies in Translation Studies: Fiction as Document 327-343
  Nataliia Hrytsiv, Tetiana Shestakevych, Julia Shyyka
• Features of Creating of Employees' Working Hours Interactive System 344-356
  Andrii Vasyliuk, Taras Basyuk
• Innovation and Investment Factors in the State Strategic Management of Social and Economic Development of the Country: Modeling and Forecasting 357-372
  Rostyslav Yurynets, Zoryna Yurynets, Olena Budіakova, Lesia Gnylianska, Marianna Kokhan
• Information System of Dynamic and Adaptive Control of Human Diet Based on Machine Learning Technology 373-406
  Nazar Oleksiv, Oksana Oborska, Khrystyna Mykich, Solomiia Mushasta, Yulia Pukach, Oksana Tereshchuk
• Intelligent System for Arbitrage Situations Searching in the Cryptocurrency Market 407-440
  Roman Levus, Andrii Berko, Lyubomyr Chyrun, Valentyna Panasyuk, Mykhailo Hrubel
• Intelligent Smart Home System Using Amazon Alexa Tools 441-464
  Bohdan Dokhnyak, Victoria Vysotska
• Information System for Quality Control of Polyethylene Production in a Circular Economy 465-502
  Mykola Baran, Oleh Kuzmin, Myroslava Bublyk, Valentyna Panasyuk, Khrystyna Lishchynska
• Functional Requirements for Decision Support System of Ground Forces Recognition on Battlefield According to NATO Standards 503-513
  Volodymyr Korolov, Olha Korolova, Ivan-Pavlo Milkovych, Yaroslav Zaiets, Viacheslav Zhyvchuk, Halyna Batyshcheva, Vasyl Lytvyn, Myroslava Bublyk
• Route Selection Method in Military Information and Telecommunication Networks Based on ANFIS 514-524
  Yuriy Zdorenko, Oleksandr Lavrut, Tetiana Lavrut, Vasyl Lytvyn, Yevhen Burov, Victoria Vysotska
• Information System for Finding Inclusive Places for People with Disabilities 525-564
  Vasyl Andrunyk, Dmytro Shostak
• Development of a Speech-to-Text Program for People with Haring Impairments 565-583
  Diana Koshtura, Vasyl Andrunyk, Tetiana Shestakevych
• Recommendation System Development Based on Intelligent Search, NLP and Machine Learning Methods 584-617
  Illia Balush, Victoria Vysotska, Solomiia Albota
• Intelligent System for Checking the Authenticity of Goods Based on Blockchain Technology 618-665
  Oleh Prokipchuk, Lyubomyr Chyrun, Myroslava Bublyk, Valentyna Panasyuk, Viktor Yakimtsov, Roman Kovalchuk
• Intelligent Real-Time Vehicle Tracking Information System 666-698
  Vitalii Husak, Lyubomyr Chyrun, Yurii Matseliukh, Aleksandr Gozhyj, Roman Nanivskyi, Mykhailo Luchko
• A Machine Learning Model for Automatic Emotion Detection from Speech 699-713
  Nataliia Kholodna, Victoria Vysotska, Solomiia Albota
• Decision Support System for Formation and Implementing Orders Based on Cross Programming and Cloud Computing 714-748
  Maksym Fedorov, Andrii Berko, Yurii Matseliukh, Vadim Schuchmann, Ihor Budz, Olga Garbich-Moshora, Myroslava Mamchyn
• Information System for Monitoring Personal Health Status Based on Big Data Analysis 749-782
  Bohdan Oheruk, Roman Peleshchak
• Mobile Application of Information System for Smartphone Use Control 783-829
  Yaroslav Neznaradko, Lyubomyr Demkiv
• Economic Crime Detection Using Support Vector Machine Classification 830-840
  Andriy Krysovatyy, Hrystyna Lipyanina-Goncharenko, Svitlana Sachenko, Oksana Desyatnyuk
• Neurogenetic Tools for Fintech 841-850
  Sergey Rippa, Anatoliy Sachenko, Maria Rippa, Oksana Chereshnyuk, Oleg Sachenko, Taras Lendyuk
• Bayesian Methods Application for the Differential Diagnosis of the Chronic Obstructive Pulmonary Disease 851-862
  Volodymyr Lytvynenko, Mariia Voronenko, Olena Kovalchuk, Ulzhalgas Zhunissova, Luidmyla Lytvynenko