Simulation of the crisis contagion process between countries with different levels of socio-economic development

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dc.contributor.authorStrelchenko I.I.
dc.contributor.authorMatviychuk A.
dc.contributor.authorVashchaiev S.
dc.contributor.authorVelykoivanenko H.
dc.date.accessioned2024-05-15T17:00:19Z
dc.date.available2024-05-15T17:00:19Z
dc.date.issued2019
dc.description.abstractThe paper contains a detailed analysis of the occurrence and contagion of crisis phenomena in countries with different levels of economic development. As part of the study, a correlation analysis of classification characteristics was carried out for the preliminary division of countries into classes. The usage of neural networks tools for the mathematical modelling of the processes of transboundary contagion of crisis is substantiated. A general scheme of the system of models of transboundary distribution of crisis phenomena between countries has been built. At the first level of the scheme for dividing countries into separate groups according to types of reaction to crisis phenomena, it was proposed to cluster them using self-organizing maps. At the second level of the scheme it was decided to use a perceptron-type neural network to predict the effects of crisis transfers.
dc.identifier.citationStrelchenko I., Matviychuk A., Vashchaiev S., Velykoivanenko H. Simulation of the crisis contagion process between countries with different levels of socio-economic development. CEUR Workshop Proceedings. 2019. Vol. 2393. P. 485-496. https://ceur-ws.org/Vol-2393/paper_423.pdf
dc.identifier.urihttps://ir.duan.edu.ua/handle/123456789/4249
dc.language.isoen_US
dc.publisherCEUR Workshop Proceedings
dc.subjectcrisis contagion
dc.subjectfinancial market
dc.subjectmacroeconomic indicators
dc.subjectclassification
dc.subjectperceptron
dc.subjectself-organizing map
dc.titleSimulation of the crisis contagion process between countries with different levels of socio-economic development
dc.typeArticle

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