About: Classification of companies with assistance of self-learning neural networks

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The article is focused on rating classification of financial situation of enterprises using self-learning artificial neural networks. This is such a situation where sets of objects of particular classes are not well-known. Otherwise, it would be possible to use a multi-layer neural network with learning according to models. The advantage of a self-learning network is particularly the fact that its classification is not burdened by a subjective view. With reference to complexity this sorting into groups may be very difficult even for experienced experts. The article also comprises examples which confirm the described method functionality and neural network model used. Major attention is focused on classification of agricultural companies. For this purpose financial indicators of eighty-one agricultural companies were used. The article is focused on rating classification of financial situation of enterprises using self-learning artificial neural networks. This is such a situation where sets of objects of particular classes are not well-known. Otherwise, it would be possible to use a multi-layer neural network with learning according to models. The advantage of a self-learning network is particularly the fact that its classification is not burdened by a subjective view. With reference to complexity this sorting into groups may be very difficult even for experienced experts. The article also comprises examples which confirm the described method functionality and neural network model used. Major attention is focused on classification of agricultural companies. For this purpose financial indicators of eighty-one agricultural companies were used. (en)
Title	Classification of companies with assistance of self-learning neural networks Classification of companies with assistance of self-learning neural networks (en)
skos:prefLabel	Classification of companies with assistance of self-learning neural networks Classification of companies with assistance of self-learning neural networks (en)
skos:notation	RIV/62156489:43110/10:00144585!RIV10-MSM-43110___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6215648904)
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Konečný, Vladimír Trenz, Oldřich Svobodová, Eliška
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Mendelova univerzita v Brně / Provozně ekonomická fakulta
http://linked.open...dnocenehoVysledku	250905
http://linked.open...ai/riv/idVysledku	RIV/62156489:43110/10:00144585
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	classification; learning; Kohonen network; artificial intelligence; neural network (en)
http://linked.open.../riv/klicoveSlovo	classification learning neural network artificial intelligence Kohonen network
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[E2F1122D336B]
http://linked.open...i/riv/nazevZdroje	Agricultural economics : Zemědělská ekonomika
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...v/svazekPeriodika	56
http://linked.open...iv/tvurceVysledku	Konečný, Vladimír Trenz, Oldřich Svobodová, Eliška
http://linked.open...n/vavai/riv/zamer	The Czech Economy in the Process of Integration and Globalisation, and the Development of Agricultural Sector and the Sector of Services under the New Conditions of the Integrated European Market
issn	0139-570X
number of pages	8 (xsd:int)
http://localhost/t...ganizacniJednotka	43110
is http://linked.open...avai/riv/vysledek of	Classification of companies with assistance of self-learning neural networks Classification of companies with assistance of self-learning neural networks Classification of companies with assistance of self-learning neural networks

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