M3E2-MLPEED 2021
Machine Learning for Prediction of Emergent Economy Dynamics 2021

Table of Contents

• Machine learning for prediction of emergent economy dynamics III i-xxxi
  Arnold E. Kiv, Vladimir N. Soloviev, Serhiy O. Semerikov, Hanna B. Danylchuk, Liubov O. Kibalnyk, Andriy V. Matviychuk, Andrii M. Striuk
  
  Summary: There were 45 papers submitted for peer-review to this conference. Out of these, 11 papers were accepted for this volume, 11 as regular papers.
  
  
• Innovative behavior of bitcoin market agents during COVID-19: recurrence analysis 1-15
  Hanna Yu. Kucherova, Vita O. Los, Dmytro V. Ocheretin, Olha V. Bilska, Evgenia V. Makazan
• Comparative analysis of the stock quotes dynamics for IT and the entertainment industry companies based on the characteristics of memory depth 16-30
  Nataliia K. Maksyshko, Oksana V. Vasylieva
• Econophysics of cryptocurrency crashes: a systematic review 31-133
  Andrii O. Bielinskyi, Oleksandr A. Serdyuk, Serhiy O. Semerikov, Vladimir N. Soloviev
• Irreversibility of financial time series: a case of crisis 134-150
  Andrii O. Bielinskyi, Serhii V. Hushko, Andriy V. Matviychuk, Oleksandr A. Serdyuk, Serhiy O. Semerikov, Vladimir N. Soloviev
• Big Data based marketing forecasting 151-162
  Sergey M. Ivanov, Mykola M. Ivanov
• Fuzzy model for complex risk assessment of an enterprise investment project 163-179
  Inna I. Chaikovska, Pavlo M. Hryhoruk, Maksym Yu. Chaikovskyi
• Modeling structural changes in the regional economic development of Ukraine during the COVID-19 pandemic 180-198
  Pavlo M. Hryhoruk, Nila A. Khrushch, Svitlana S. Grygoruk
• The use of genetic algorithms for multicriteria optimization of the oil and gas enterprises financial stability 199-210
  Marta V. Shkvaryliuk, Liliana T. Horal, Inesa M. Khvostina, Natalia I. Yashcheritsyna, Vira I. Shiyko
• Fuzzy modelling of the country's migration attractiveness 211-224
  Hanna B. Danylchuk, Liubov O. Kibalnyk, Oksana A. Kovtun, Oleg I. Pursky, Zenon Stachowiak
• Computational method determining integral risk indicators of regional socio-economic development 225-234
  Oleg I. Pursky, Tetiana V. Dubovyk, Iryna O. Buchatska, Iryna S. Lutsenko, Hanna B. Danylchuk
• Modelling the logistics system of an enterprise producing two type of goods 235-254
  Roman V. Ivanov, Yuriy V. Sherstennikov, Vasyl M. Porokhnya, Tetyana V. Grynko