About: Application Of Soft Computing Techniques to Classification Of Licensed Subjects

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Není k dispozici (cs) This paper presents an application of soft computing techniques to the construction of decision support tool used for identifying the economically unstable licensed subjects. The work has been initiated by the Czech Energy Regulatory Office whose main mission is to guard the regular heat supply without significant disturbances. Thus the main goal is to develop a tool for automatic identification of the companies that could cancel the supply due to economic problems without detailed examination of each company. In order to achieve the goal two approaches have been chosen. The first one is based on development of an aggregate evaluation criterion for assessing the firms. The other one uses artificial neural networks and multivariate decision trees induced with genetic programming for classification of the firms. This paper presents an application of soft computing techniques to the construction of decision support tool used for identifying the economically unstable licensed subjects. The work has been initiated by the Czech Energy Regulatory Office whose main mission is to guard the regular heat supply without significant disturbances. Thus the main goal is to develop a tool for automatic identification of the companies that could cancel the supply due to economic problems without detailed examination of each company. In order to achieve the goal two approaches have been chosen. The first one is based on development of an aggregate evaluation criterion for assessing the firms. The other one uses artificial neural networks and multivariate decision trees induced with genetic programming for classification of the firms. (en)
Title	Není k dispozici (cs) Application Of Soft Computing Techniques to Classification Of Licensed Subjects Application Of Soft Computing Techniques to Classification Of Licensed Subjects (en)
skos:prefLabel	Není k dispozici (cs) Application Of Soft Computing Techniques to Classification Of Licensed Subjects Application Of Soft Computing Techniques to Classification Of Licensed Subjects (en)
skos:notation	RIV/68407700:21230/04:03099853!RIV/2005/GA0/212305/N
http://linked.open.../vavai/riv/strany	481 ; 488
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA102/02/0132)
http://linked.open...vai/riv/dodaniDat	2005
http://linked.open...aciTvurceVysledku	Lhotská, Lenka Starý, Oldřich Kubalík, Jiří Jiřina, Marcel Suchý, Jan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	555178
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/04:03099853
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	classification; decision trees; evolutionary algorithms; neural networks (en)
http://linked.open.../riv/klicoveSlovo	decision trees evolutionary algorithms classification neural networks
http://linked.open...ontrolniKodProRIV	[DD1990C54943]
http://linked.open...v/mistoKonaniAkce	Vídeň
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	Emerging Solutions for Future Manufacturing Systems
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Use of genetic principles in evolutionary algorithms
http://linked.open...UplatneniVysledku	2004
http://linked.open...iv/tvurceVysledku	Jiřina, Marcel Kubalík, Jiří Lhotská, Lenka Starý, Oldřich Suchý, Jan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2004-09-27 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	0-387-22828-4
http://localhost/t...ganizacniJednotka	21230

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