| Vol-2917 urn:nbn:de:0074-2917-7 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

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

### Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference

### Lviv-Shatsk, Ukraine, June 5-6, 2021.

Edited by

### Michael Emmerich*
Vasyl Lytvyn**
Victoria Vysotska**
Vitor Basto-Fernandes***
Volodymyr Lytvynenko****

* Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands
** Lviv Polytechnic National University, Ukraine
*** University Institute of Lisbon, Portugal
**** Kherson National Technical University, Ukraine

## 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

2021-07-20: submitted by Victoria Vysotska, metadata incl. bibliographic data published under Creative Commons CC0
2021-07-28: published on CEUR-WS.org |valid HTML5|