MPSESM-W 2021
Machine Learning Methods and Models, Predictive Analytics and Applications

Table of Contents

• Frontmatter
• Committees

• Machine Learning Methods and Models, Predictive Analytics and Applications: Development Trends in the Post-crisis Syndrome Caused by COVID-19
  1-7 Lidiya Guryanova , Roman Yatsenko , Nadija Dubrovina , Vitalina Babenko , Vitalii Gvozditskyi
• COVID-19 Measures Sentiment Analysis Based on a Social Network Dataset
  8-17 Kateryna Kononova , Rostyslav Lutsenko
• Risk Assessment of Innovative Projects: Development of Forecasting Models
  18-37 Volodymyr Gorokhovatskyi , Olena Sergienko , Igor Sosnov , Maryna Tatar , Evgeniy Shapran
• Models for Forecasting Innovative Development of the Economy of Resort-recreational Sphere
  38-51 Pavel Zakharchenko , Yana Glazova , Svitlana Zhvanenko , Stanislav Kucher , Viktor Mukhin
• Methods and Models of Machine Learning in Managing the Market Value of the Company
  52-65 Lidiya Guryanova , Oksana Panasenko , Vitalii Gvozditskyi , Mykhaylo Ugryumov , Viktoriia Strilets , Serhii Chernysh
• Set of Models for Assessing Knowledge in Distance Learning Systems
  66-82 Lidiya Guryanova , Roman Yatsenko , Vladyslav Zarzhetskyi , Iryna Lytovchenko
• Derivative Pricing: Predictive Analytics Methods and Models
  83-93 Ivan Burtnyak , Anna Malytska
• Applying of Data Envelopment Analysis to Study Public Administration Effectiveness During a Pandemic
  94-107 Tamara Klebanova , Nataliya Poluektova , Olha Rudachenko
• Determinants of Social Trust: Analysis Using Machine Learning Methods
  108-124 Tamara Merkulova , Hanna Bohdanova
• Clustering Approach to Analysis of the Credit Risk and Profitability for Nonbank Lenders
  125-136 Andrii Kaminskyi , Maryna Nehrey
• Classification Models in the Monitoring Systems of the Population Life Quality
  137-155 Svitlana Prokopovych , Liubov Chagovets , Vitalii Gvozdytskyi , Tamara Klebanova , Tatyana Zavodenko

• Author Index