Journal article

NEURO-FUZZY MODEL OF COUNTRY'S INVESTMENT POTENTIAL ASSESSMENT

Year:

2019

Published in:

SIGEF
neuro-fuzzy model
investment potential
cluster analysis
self-organizing map

The article proposed a three-level hierarchical approach to the analysis, evaluation and forecasting of the investment potential of the country. The use of a combination of neural networks and fuzzy logic is proposed as a mathematical tool. In the course of the study, the main groups of indicators of the country's investment opportunities were derived. The cluster analysis of the countries of the world using the self-organizing maps was carried out. A model for assessing the country's investment potential based on fuzzy logic methods has been developed. The experiments demonstrated the advantages and high efficiency of neuro-fuzzy models for making management decisions. This approach can be used in a wide range of economic and managerial tasks.

Other publications by

23 publications found

2021
Journal article

Forecasting electricity generation from renewable sources in developing countries (on the example of Ukraine)

Publisher: Kyiv National Economic University named after Vadym Hetman

Authors: Ihor Miroshnychenko

2019
Journal article

ASSESSING CREDIT RISK USING MACHINE LEARNING METHODS

Publisher: TOV “Hlobalnyi naukovyi potentsial”

Authors: Kateryna Ivliieva, Ihor Miroshnychenko

2019
Journal article

Neuro‑fuzzy model of country's investment potential assessment

Publisher: Fuzzy Economic

Authors: A. Matviychuk, O. Lukianenko, Ihor Miroshnychenko

2020
Journal article

Forecasting the fish and seafood catch in the global economy

Publisher: Kyiv National Economic University named after Vadym Hetman

Authors: Ihor Miroshnychenko, O. Lukianenko, V. Chuzhykov

2024
Journal article

Development of Project Management Models for Information Systems to Improve Website SEO Metrics

Publisher: IT&I

Authors: Ihor Miroshnychenko, Vadym Ziuziun, Tetiana Kmytiuk, Nataliia Datsenko, Anna Kolomiiets

2022
Journal article

ПРОГНОЗУВАННЯ БАНКРУТСТВА ПІДПРИЄМСТВА ЗА ДОПОМОГОЮ АЛГОРИТМІВ МАШИННОГО НАВЧАННЯ

Publisher: Ltd “DKS Centre”

Authors: Ihor Miroshnychenko, Vladyslav Krupin

2019
Journal article

Risk and return for cryptocurrencies as alternative investment: Kohonen maps clustering

Publisher: Київський національний економічний університет імені Вадима Гетьмана

Authors: Ihor Miroshnychenko, Andrii Kaminskyi, Kostiantyn Pysanets

2013
Journal article

Correlational research of investment potential indicators of Ukraine on the basis of maps of self‑organization

Publisher: Ekonomichnyy analiz

Authors: Ihor Miroshnychenko

2023
Conference proceedings

QUARTO: REVOLUTIONIZING CONTENT CREATION

Publisher: Information Technology and Implementation

Authors: Ihor Miroshnychenko

2016
Journal article

Модель оцінювання інвестиційного потенціалу України на підґрунті нечіткої логіки

Publisher: Дніпропетровський державний аграрно-економічний університет

Authors: Ihor Miroshnychenko