M3E2-MLPEED 2020
Machine Learning for Prediction of Emergent Economy Dynamics 2020

Table of Contents

• Frontmatter
  
  
• Committees
  
  
• Machine learning of emerging markets in pandemic times 1-20
  Arnold Kiv , Pavlo Hryhoruk , Inesa Khvostina , Victoria Solovieva , Vladimir Soloviev , Serhiy Semerikov
• Recurrence plot-based analysis of financial-economic crashes 21-40
  Vladimir Soloviev , Oleksandr Serdiuk , Serhiy Semerikov , Arnold Kiv
• Casual analysis of financial and operational risks of oil and gas companies in condition of emergent economy 41-52
  Inesa Khvostina , Serhiy Semerikov , Oleh Yatsiuk , Nadiia Daliak , Olha Romanko , Ekaterina Shmeltser
• Complex networks theory and precursors of financial crashes 53-67
  Vladimir Soloviev , Victoria Solovieva , Anna Tuliakova , Alexey Hostryk , Lukáš Pichl
• Modeling the optimal management of the distribution of profits of an oil and gas company taking into account risks 68-80
  Inesa Khvostina , Viktor Oliinyk , Valerii Yatsenko , Liliia Mykhailyshyn , Uliana Berezhnytska
• Scenario forecasting information transparency of subjects' under uncertainty and development of the knowledge economy 81-106
  Hanna Kucherova , Anastasiia Didenko , Olena Kravets , Yuliia Honcharenko , Aleksandr Uchitel
• Use of simulation modeling for predicting optimization of repair works at oil and gas production enterprises 107-124
  Iryna Hobyr , Vitalina Babenko , Sofiia Kafka , Yuliia Bui , Oksana Savko , Ekaterina Shmeltser
• Fuzzy cluster analysis of indicators for assessing the potential of recreational forest use 125-144
  Evstakhii Kryzhanivs'kyi , Liliana Horal , Iryna Perevozova , Vira Shyiko , Nataliia Mykytiuk , Maria Berlous
• Strategic priorities of innovation and investment development of the Ukraine's economy industrial sector 145-166
  Vаlentyna Stadnyk , Pavlo Izhevskiy , Nila Khrushch , Sergii Lysenko , Galyna Sokoliuk , Tetjana Tomalja
• Modelling of trade relations between EU countries by the method of minimum spanning trees using different measures of similarity 167-186
  Hanna Danylchuk , Oksana Ivanylova , Liubov Kibalnyk , Oksana Kovtun , Tetiana Melnyk , Oleksandr Serdiuk , Vladimir Zaselskiy
• Modeling the assessment of credit risk losses in banking 187-203
  Kаterina Larionova , Tetyana Donchenko , Andriy Oliinyk , Hennadii Kapinos , Oleg Savenko , Olexander Barmak
• The impact of COVID-induced shock on the risk-return correspondence of agricultural ETFs 204-218
  Andrii Kaminskyi , Maryna Nehrey , Nina Rizun
• Comparative analysis of the attractiveness of investment instruments based on the analysis of market dynamics 219-238
  Nataliia Maksyshko , Oksana Vasylieva , Igor Kozin , Vitalii Perepelitsa
• Assessment of bank's financial security levels based on a comprehensive index using information technology 239-260
  Nila Khrushch , Pavlo Hryhoruk , Tetiana Hovorushchenko , Sergii Lysenko , Liudmyla Prystupa , Liudmyla Vahanova
• The cryptocurrencies risk measure based on the Laplace distribution 261-276
  Petro Hrytsiuk , Tetiana Babych
• Model for assessing and implementing resource-efficient strategy of industry 277-294
  Nadiia Shmygol , Francesco Schiavone , Olena Trokhymets , Dariusz Pawliszczy , Viktor Koval , Ruslan Zavgorodniy , Andrii Vorfolomeiev
• Fuzzy modelling of Big Data of HR in the conditions of Industry 4.0 295-314
  Mykola Ivanov , Sergey Ivanov , Olexander Cherep , Nataliia Terentieva , Victoria Maltiz , Iuliia Kaliuzhna , Vitaliy Lyalyuk
• Using non-metric multidimensional scaling for assessment of regions' economy in the context of their sustainable development 315-333
  Pavlo Hryhoruk , Svitlana Grygoruk , Nila Khrushch , Tetiana Hovorushchenko
• Predicting the economic efficiency of the business model of an industrial enterprise using machine learning methods 334-351
  Liliana Horal , Inesa Khvostina , Nadiia Reznik , Vira Shyiko , Natalia Yashcheritsyna , Svitlana Korol , Vladimir Zaselskiy
• Modelling of cryptocurrency market using fractal and entropy analysis in COVID-19 352-371
  Hanna Danylchuk , Liubov Kibalnyk , Oksana Kovtun , Arnold Kiv , Oleg Pursky , Galina Berezhna
• Econophysics of sustainability indices 372-392
  Andriy Bielinskyi , Serhiy Semerikov , Oleksandr Serdiuk , Victoria Solovieva , Vladimir Soloviev , Lukáš Pichl
• Asymptotic methods in optimization of multi-item inventory management model 393-414
  Lidiіa Horoshkova , Ievgen Khlobystov , Volodymyr Volkov , Olha Holovan , Svitlana Markova , Alexander Golub , Oleksandr Oliynyk
• Modeling and prediction of the gas pipelines reliability indicators in the context of energy security of Ukraine 415-433
  Halyna Zelinska , Irina Fedorovych , Uliana Andrusiv , Oksana Chernova , Halyna Kupalova
• Machine learning approaches for financial time series forecasting 434-450
  Vasily Derbentsev , Andriy Matviychuk , Nataliia Datsenko , Vitalii Bezkorovainyi , Albert Azaryan
• Author Index