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