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