| Vol-2649 urn:nbn:de:0074-2649-2 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# MPSESM-W 2020
Machine Learning Methods and Models, Predictive Analytics and Applications 2020

### Proceedings of the Workshop on the XII International Scientific Practical Conference Modern problems of social and economic systems modelling (MPSESM-W 2020)

### Kharkiv, Ukraine, June 25, 2020.

Edited by

### Lidiya Guryanova *
Roman Yatsenko *
Nadija Dubrovina **
Vitalina Babenko ***

* Simon Kuznets Kharkiv National University of Economics, Kharkiv, Ukraine
** University of Economics in Bratislava, Bratislava, Slovakia
*** V.N. Karazin Kharkiv National University, Kharkiv, Ukraine

## Table of Contents

- Frontmatter
- Committees

- Machine Learning Methods and Models, Predictive Analytics and Applications
  1-5 Lidiya Guryanova, Roman Yatsenko, Nadija Dubrovina, Vitalina Babenko
- Classification of E-commerce Customers Based on Data Science Techniques
  6-20 Olena Piskunova, Rostyslav Klochko
- Models for Forecasting Systemic Transformations in the Economy of Resort-Recreational Sphere
  21-33 Pavel Zakharchenko, Mikhail Gritsenko, Natalya Kirkova, Viktor Mukhin
- Model Tools of Credit Risks Assessment of Agricultural Enterprises in International Trade
  34-49 Olga Nashchekina, Olena Sergienko, Igor Sosnov, Maryna Tatar, Evgeniy Shapran
- Some Aspects of Machine Learning in Location Tasks
  50-57 Kateryna Kononova
- Selective Adaptive Model for Forecasting of Regional Development Unevenness Indexes
  58-76 Liubov Chagovets, Natalia Chernova, Tamara Klebanova, Oleksandr Dorokhov, Anastasia Didenko
- Methods and Models of Machine Learning in Managing the Competitiveness of Audit Companies
  77-91 Lidiya Guryanova, Stanislav Milevskyi, Elena Piskun, Maria Belyaeva, Liliya Kasyanenko
- Modelling of the Derivatives Pricing with Multifactor Volatility
  92-108 Ivan Burtnyak, Anna Malytska, Vitalii Gvozdytskyi

- Author Index

2020-08-06: submitted by Roman Yatsenko, metadata incl. bibliographic data published under Creative Commons CC0
2020-08-09: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|