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

Proceedings of the Selected Papers of the Special Edition of International Conference on Monitoring, Modeling & Management of Emergent Economy (M3E2-MLPEED 2020)

Odessa, Ukraine, July 13-18, 2020.

Edited by

Arnold Kiv *

* Ben-Gurion University of the Negev, P.O.B. 653, Beer Sheva, 8410501, Israel

Table of Contents

• Frontmatter
• Committees
• Machine learning of emerging markets in pandemic times1-20
  Arnold Kiv, Pavlo Hryhoruk, Inesa Khvostina, Victoria Solovieva, Vladimir Soloviev, Serhiy Semerikov
• Recurrence plot-based analysis of financial-economic crashes21-40
  Vladimir Soloviev, Oleksandr Serdiuk, Serhiy Semerikov, Arnold Kiv
• Casual analysis of financial and operational risks of oil and gas companies in condition of emergent economy41-52
  Inesa Khvostina, Serhiy Semerikov, Oleh Yatsiuk, Nadiia Daliak, Olha Romanko, Ekaterina Shmeltser
• Complex networks theory and precursors of financial crashes53-67
  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 risks68-80
  Inesa Khvostina, Viktor Oliinyk, Valerii Yatsenko, Liliia Mykhailyshyn, Uliana Berezhnytska
• Scenario forecasting information transparency of subjects' under uncertainty and development of the knowledge economy81-106
  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 enterprises107-124
  Iryna Hobyr, Vitalina Babenko, Sofiia Kafka, Yuliia Bui, Oksana Savko, Ekaterina Shmeltser
• Fuzzy cluster analysis of indicators for assessing the potential of recreational forest use125-144
  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 sector145-166
  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 similarity167-186
  Hanna Danylchuk, Oksana Ivanylova, Liubov Kibalnyk, Oksana Kovtun, Tetiana Melnyk, Oleksandr Serdiuk, Vladimir Zaselskiy
• Modeling the assessment of credit risk losses in banking187-203
  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 ETFs204-218
  Andrii Kaminskyi, Maryna Nehrey, Nina Rizun
• Comparative analysis of the attractiveness of investment instruments based on the analysis of market dynamics219-238
  Nataliia Maksyshko, Oksana Vasylieva, Igor Kozin, Vitalii Perepelitsa
• Assessment of bank's financial security levels based on a comprehensive index using information technology239-260
  Nila Khrushch, Pavlo Hryhoruk, Tetiana Hovorushchenko, Sergii Lysenko, Liudmyla Prystupa, Liudmyla Vahanova
• The cryptocurrencies risk measure based on the Laplace distribution261-276
  Petro Hrytsiuk, Tetiana Babych
• Model for assessing and implementing resource-efficient strategy of industry277-294
  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 4.0295-314
  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 development315-333
  Pavlo Hryhoruk, Svitlana Grygoruk, Nila Khrushch, Tetiana Hovorushchenko
• Predicting the economic efficiency of the business model of an industrial enterprise using machine learning methods334-351
  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-19352-371
  Hanna Danylchuk, Liubov Kibalnyk, Oksana Kovtun, Arnold Kiv, Oleg Pursky, Galina Berezhna
• Econophysics of sustainability indices372-392
  Andriy Bielinskyi, Serhiy Semerikov, Oleksandr Serdiuk, Victoria Solovieva, Vladimir Soloviev, Lukáš Pichl
• Asymptotic methods in optimization of multi-item inventory management model393-414
  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 Ukraine415-433
  Halyna Zelinska, Irina Fedorovych, Uliana Andrusiv, Oksana Chernova, Halyna Kupalova
• Machine learning approaches for financial time series forecasting434-450
  Vasily Derbentsev, Andriy Matviychuk, Nataliia Datsenko, Vitalii Bezkorovainyi, Albert Azaryan
• Author Index