Self-Organizing Neural Networks for the Analysis of Country Development

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10383656" target="_blank" >RIV/00216208:11320/18:10383656 - isvavai.cz</a>

Výsledek na webu

<a href="http://daz2018.fit.vutbr.cz/DaZ_WIKT_2018_Sbornik.pdf" target="_blank" >http://daz2018.fit.vutbr.cz/DaZ_WIKT_2018_Sbornik.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Self-Organizing Neural Networks for the Analysis of Country Development

Popis výsledku v původním jazyce

National economies can be influenced in various ways. Our research is focused on post-Soviet and Spanish speaking countries. To understand the actual state of the countries and to assess possible trends for their development, we use the SOM-networks. Based on development indicators provided by the World Bank, our approach is shown to explain both major trends as well as changes in the development of the countries. Stable economies are characterized by minor changes and sustained development. Crises, on the other hand, tend to manifest themselves rather by turbulent movements of the economy. This paper demonstrates various changes in the country&apos;s economy, such as economic and moral crises, or socio-political turmoils, but also positive events like joining economical unions or organizing international sports events. Further, we will provide possible reasons for the causes of these trends and crises.

Název v anglickém jazyce

Self-Organizing Neural Networks for the Analysis of Country Development

Popis výsledku anglicky

National economies can be influenced in various ways. Our research is focused on post-Soviet and Spanish speaking countries. To understand the actual state of the countries and to assess possible trends for their development, we use the SOM-networks. Based on development indicators provided by the World Bank, our approach is shown to explain both major trends as well as changes in the development of the countries. Stable economies are characterized by minor changes and sustained development. Crises, on the other hand, tend to manifest themselves rather by turbulent movements of the economy. This paper demonstrates various changes in the country&apos;s economy, such as economic and moral crises, or socio-political turmoils, but also positive events like joining economical unions or organizing international sports events. Further, we will provide possible reasons for the causes of these trends and crises.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Data a znalosti &amp; WIKT 2018, sborník konference

ISBN

978-80-214-5679-2

ISSN

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e-ISSN

neuvedeno

Počet stran výsledku

6

Strana od-do

249-254

Název nakladatele

Vysoké učení technické v Brně

Místo vydání

Brno, ČR

Místo konání akce

Brno, ČR

Datum konání akce

11. 10. 2018

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

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