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