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Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Using the Self-Organizing Map for World Economic State Classification

Popis výsledku v původním jazyce

This paper deals with features and behaviour of Self-Organizing Map (denoted also SOM), also known as Kohonen neural net, in specify economic application. The goal of this paper is to enquire the behaviour of the Kohonen neural net and its using for world economic cluster analysis. SOM differs from classical neural nets based on perceptron in many ways. SOM is based on cluster analyses by comparing data vectors. The output of the Kohonen neural net is a map, which is shown founded clusters. SOM was usedfor world economic classification tries to find an economical position of Czech republic in world benchmark. The experiment shows that Czech republic belongs between advanced states together with other central European countries and is situated on the border of the most advanced European Union, Canada and USA and other advanced states of Europe. This experiment presents potential opportunities in economic analysis.

Název v anglickém jazyce

Using the Self-Organizing Map for World Economic State Classification

Popis výsledku anglicky

This paper deals with features and behaviour of Self-Organizing Map (denoted also SOM), also known as Kohonen neural net, in specify economic application. The goal of this paper is to enquire the behaviour of the Kohonen neural net and its using for world economic cluster analysis. SOM differs from classical neural nets based on perceptron in many ways. SOM is based on cluster analyses by comparing data vectors. The output of the Kohonen neural net is a map, which is shown founded clusters. SOM was usedfor world economic classification tries to find an economical position of Czech republic in world benchmark. The experiment shows that Czech republic belongs between advanced states together with other central European countries and is situated on the border of the most advanced European Union, Canada and USA and other advanced states of Europe. This experiment presents potential opportunities in economic analysis.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2004

Kód důvěrnosti údajů

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

Název statě ve sborníku

IMEA 2004 Conference Proceedings

ISBN

80-7194-679-6

ISSN

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e-ISSN

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Počet stran výsledku

8

Strana od-do

35-42

Název nakladatele

Univerzita Pardubice

Místo vydání

Pardubice

Místo konání akce

Pardubice

Datum konání akce

20. 5. 2004

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

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