M3E2-EEMLPEED 2019
Experimental Economics and Machine Learning for Prediction of Emergent Economy Dynamics

Table of Contents

• Frontmatter
  
  
• Committees
  
  
• Experimental Economics and Machine Learning for Prediction of Emergent Economy Dynamics 1-4
  Arnold Kiv, Serhiy Semerikov, Vladimir Soloviev, Liubov Kibalnyk, Hanna Danylchuk, Andriy Matviychuk

• Modeling Expectations of Resort-Tourist Market 5-14
  Pavel Zakharchenko, Anna Kostenko, Tatyana Kungurtseva-Mashchenko, Illona Gorbachova
• The Price Competition Simulation at the Blended Trading Market 15-26
  Oleg Pursky, Tatiana Dubovyk, Iryna Moroz, Iryna Buchatska, Anastasiia Savchuk
• Assessment of the Economy Structural Changes Based on the Consistency 27-37
  Oksana Kovtun, Alla Opalenko, Oksana Ivanylova
• Models of Fraud Detection and Analysis of Payment Transactions Using Machine Learning 38-53
  Viktor Shpyrko, Bohdan Koval
• Assessment of Trends in the Development of the Ukrainian Economy Based on the Structural Shifts Analysis 54-65
  Liudmyla Serhieieva, Galyna Us, Iia Chudaieva, Olena Makarenko
• Multiagent Model of Price Dispersion in the Retail Market of Petroleum Products 66-83
  Leonid Galchynsky, Andriy Svydenko
• Ukraine’s Exports as a Global Challenge for Its Future 84-99
  Sergii Sardak, Svitlana Radziyevska, Ivan Us
• Modeling the Process of Counteracting Fraud in E-banking 100-110
  Olga Syniavska, Nadiya Dekhtyar, Olga Deyneka, Tetiana Zhukova
• Neural Network and Index Forecasting of the Strategies of Development of the Armed Forces of Ukraine Depending on Their Own Economic Opportunities and Encroachments of the Aggressor States 111-120
  Vasyl Porokhnya, Oleksandr Ostapenko
• Formation of the Context of the Company’s Economic Activity in the Strategic Positioning Process at Emergent Environment 121-133
  Mykhaylo Voynarenko, Kathrin Dumanska, Nataliya Ponomaryova
• Assessment of the Dynamics of Bifurcation Transformations in the Economy 134-146
  Tetyana Vasilyeva, Olha Kuzmenko, Victoria Bozhenko, Olena Kolotilina
• Investment Attractiveness Modeling Using Multidimensional Statistical Analysis 147-156
  Volodymyr Shinkarenko, Maksym Matskul, Dean Linok
• Emergent Properties Manifestation in the Risk Assessment of Oil and Gas Companies 157-168
  Inesa Khvostina, Nataliia Havadzyn, Liliana Horal, Nataliia Yurchenko
• Model for Assessment of the Financial Security Level of the Enterprise Based on the Desirability Scale 169-180
  Pavlo Hryhoruk, Nila Khrushch, Svitlana Grygoruk
• Non-linear Forecasting of the State of a Socio-eco-oriented Innovative Economy in the Context of Systemic Crises 181-193
  Sultan Ramazanov, Bogdan Tishkov, Oleksandr Chernyak
• Analysis of Regional Development Disparities in Ukraine Using Fuzzy Clustering 194-210
  Kateryna Gorbatiuk, Olha Mantalyuk, Oksana Proskurovych, Oleksandr Valkov
• Critical Phenomena Study in Economic Systems Using a Damped Oscillations Model 211-225
  Hanna Danylchuk, Liubov Kibalnyk, Olexandr Serdiuk
• Model of Bankruptcy Probability Based on the Analysis of Industrial Enterprises of Ukraine 226-236
  Tetiana Melikhova, Andriy Makarenko, Olena Mikhailytsa, Andriy Pozhuyev
• Prediction of Business Confidence Index Based on a System of Economic Indicators 237-248
  Vita Los, Dmytro Ocheretin
• Application of Fuzzy Logic Approach for the Determination of the Integral Index of the Implicit Impact of the Higher Education System on Regional Development 249-262
  Oksana Sotula, Viktoriya Denysenko
• Driving Digital Transformation Through e-Government 263-273
  Denis Trček
• Modeling the Economic Efficiency of Advertising 274-283
  Alina Vinkovska, Arnold Kiv, Tatyana Koycheva, Liliia Bodnar, Ivan Donchev
• Fuzzy Production Model for Managing Court Decisions in the Case of Theft 284-296
  Anna Bakurova, Mariia Pasichnyk, Elina Tereschenko, Yurii Filei
• Information System for Monitoring Banking Transactions Related to Money Laundering 297-307
  Serhiy Leonov, Hanna Yarovenko, Anton Boiko, Tetiana Dotsenko
• Modeling state regulation of the labour market 308-319
  Valery Heyets, Mykhaylo Voynarenko, Anatoliy Kholodenko, Nina Stepanok
• Forecasting Cryptocurrency Prices Time Series Using Machine Learning 320-334
  Vasily Derbentsev, Natalia Datsenko, Olga Stepanenko, Vitaly Bezkorovainyi
• Modeling the Stability of the Country’s Financial System 335-344
  Valdemar Vitlinskyi, Liubov Makhanets
• Factors of Development of International e-Commerce in the Context of Globalization 345-356
  Vitalina Babenko, Zdzisław Kulczyk, Iryna Perevozova, Olga Syniavska, Oksana Davydova
• Optimizing the Income of a Crewing Company 357-370
  Larysa Ivashko, Tetiana Zhuravlova, Yuliya Zhuravlova
• Matrix Models for Assessing the Taxation Subjects’ Interaction Under Uncertainty of Socio-Economic Processes 371-384
  Hanna Kucherova, Olha Bilska, Liudmyla Serhieieva
• Modeling Company Sales Based on the Use of SWOT Analysis and Ishikawa Charts 385-394
  Sergey Ivanov
• Cloud-based Digital Marketing 395-404
  Mykola Ivanov
• Consideration of Risk and Safety in Metamodeling System of Stratification 405-419
  Valdemar Vitlinskyi, Vyacheslav Glushchevsky
• Detecting Stock Crashes Using Levy Distribution 420-433
  Andrii Bielinskyi, Vladimir Soloviev, Serhiy Semerikov, Viktoria Solovieva
• Digitalization as a Global Trend and Growth Factor of the Modern Economy 434-443
  Olena Kravchenko, Maryna Leshchenko, Dariia Marushchak, Yuriy Vdovychenko
• Modeling of Financial Support for the Competitiveness of Employees in the Mining Industry 444-454
  Iryna Perevozova, Nadiia Daliak, Vitalina Babenko
• Fractal Analysis of the Economic Sustainability of Industrial Enterprise 455-466
  Andriy Matviychuk, Oleksandr Novoseletskyy, Serhii Vashchaiev, Halyna Velykoivanenko, Igor Zubenko
• Diagnostics of Persistence for Quotes Dynamics in High-Tech Stock Markets 467-478
  Nataliia Maksyshko, Oksana Vasylieva

• Author Index