M3E2-MLPEED 2022
Machine Learning for Prediction of Emergent Economy Dynamics 2022

Table of Contents

• Advances in machine learning for the innovation economy: in the shadow of war 1-25
  Hanna B. Danylchuk, Serhiy O. Semerikov
  
  Summary: There were 23 papers submitted for peer-review to this workshop. Out of these, 13 papers were accepted for this volume, 13 as regular papers.
  
  
• Assessing the educational dimension of national economy innovative development 26-46
  Olha Ilyash, Larysa Taranenko, Olena Trofymenko, Nataliia Koba, Marzena Sobczak-Michalowska
• Fuzzy expert decision support system for foreign direct investment: a swarm metaheuristic approach 47-60
  Eugene E. Fedorov, Liubov O. Kibalnyk, Lesya O. Petkova, Maryna M. Leshchenko, Vladyslav M. Pasenko
• The impact of intangible assets on the financial performance of Slovak ICT companies: a panel data regression analysis 61-81
  Serhii F. Lehenchuk, Tetiana A. Vakaliuk, Tetiana P. Nazarenko, Zuzana Kubaščíková, Zuzana Juhászová
• Maximizing customer satisfaction and business profits through Big Data technology in Society 5.0: a crisis-responsive approach for emerging markets 82-94
  Piotr Kulyk, Viktoriia Hurochkina, Bohdan Patsai, Olena Voronkova, Oksana Hordei
• A flexible machine learning model for optimizing organizational capital development strategies and resource allocation 95-109
  Vasyl Porokhnya, Vladyslav Penev, Roman Ivanov, Volodymyr Kravchenko
• Recurrence quantification analysis of energy market crises: a nonlinear approach to risk management 110-131
  Andrii O. Bielinskyi, Vladimir N. Soloviev, Viktoria V. Solovieva, Serhiy O. Semerikov, Michael A. Radin
• High-order network analysis for financial crash identification 132-149
  Andrii O. Bielinskyi, Vladimir N. Soloviev, Serhii V. Hushko, Arnold E. Kiv, Andriy V. Matviychuk
• Multidimensional statistical analysis of investment attractiveness and regional changes in the COVID-19 pandemic 150-167
  Pavlo M. Hryhoruk, Nila A. Khrushch, Svitlana S. Grygoruk, Olena R. Ovchynnikova
• A comparative study of deep learning models for sentiment analysis of social media texts 168-188
  Vasily D. Derbentsev, Vitalii S. Bezkorovainyi, Andriy V. Matviychuk, Oksana M. Pomazun, Andrii V. Hrabariev, Alexey M. Hostryk
• The impact of the war in Ukraine on globalization processes and world financial markets: a wavelet entropy analysis 189-205
  Hanna B. Danylchuk, Liubov O. Kibalnyk, Oksana A. Kovtun, Oleg I. Pursky, Yevhenii M. Kyryliuk, Olena O. Kravchenko
• Nonlinear dynamics of electric vehicle sales in China: a fractal analysis 206-221
  Serhii Kurkula, Nataliia Maksyshko, Dmytro Ocheretin, Serhii Cheverda
• A cognitive approach to modeling sustainable development of complex technogenic systems in the innovation economy 222-235
  Sultan K. Ramazanov, Bohdan O. Tishkov, Oleksandr H. Honcharenko, Alexey M. Hostryk
• University competitiveness in the knowledge economy: a Kohonen map approach 236-250
  Dmytro H. Lukianenko, Andriy V. Matviychuk, Liubov I. Lukianenko, Iryna V. Dvornyk