About: Object-oriented Perspective in Clustering

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Description	This paper concerns the problem of object-oriented perspective in numerical clustering, which brings new possibilities of combination of various strategies of clustering. We first roughly investigate the problem of numerical clustering itself. Then we i ntroduce object model that enable to work with clusters themselves for all the time of computing, which brings new possibilities. Moreover for modeling various cluster methods we can exploit benefit of virtual procedure mechanism. The object model conta ins persistent objects too for it allows to work with huge amount of data not only during the time of a single application. Described approach is being tested on medical data. The whole application is developed using Mjolner BETA System and the BETA lan guage for its rich facilities of conceptual modeling. This paper concerns the problem of object-oriented perspective in numerical clustering, which brings new possibilities of combination of various strategies of clustering. We first roughly investigate the problem of numerical clustering itself. Then we i ntroduce object model that enable to work with clusters themselves for all the time of computing, which brings new possibilities. Moreover for modeling various cluster methods we can exploit benefit of virtual procedure mechanism. The object model conta ins persistent objects too for it allows to work with huge amount of data not only during the time of a single application. Described approach is being tested on medical data. The whole application is developed using Mjolner BETA System and the BETA lan guage for its rich facilities of conceptual modeling. (en)
Title	Object-oriented Perspective in Clustering Object-oriented Perspective in Clustering (en)
skos:prefLabel	Object-oriented Perspective in Clustering Object-oriented Perspective in Clustering (en)
skos:notation	RIV/61988987:17310/01:00000122!RIV/2003/MSM/173103/N
http://linked.open.../vavai/riv/strany	155-160
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 179000002)
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Huňka, František
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	Ostravská univerzita v Ostravě / Přírodovědecká fakulta
http://linked.open...dnocenehoVysledku	689479
http://linked.open...ai/riv/idVysledku	RIV/61988987:17310/01:00000122
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	clustering, object-oriented modeling, persistent objects, BETA (en)
http://linked.open.../riv/klicoveSlovo	BETA clustering object-oriented modeling persistent objects
http://linked.open...ontrolniKodProRIV	[7B8E8A582927]
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	MENDEL 2001 7th International Conference on Soft Computing Brno
http://linked.open...in/vavai/riv/obor	JD
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http://linked.open...UplatneniVysledku	2001
http://linked.open...iv/tvurceVysledku	Huňka, František
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2001-06-06 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20179000002
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně
https://schema.org/isbn	80-214-1894-X
http://localhost/t...ganizacniJednotka	17310

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