About: Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method

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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	The data preprocessing is corner stone of every data mining task. But is also very difficult one. There are large variety of preprocessing methods and it is usually not clear which to use. Selection and setup of preprocessing methods usually needs skilled data mining expert. In this article we want to present a method for automated selection of preprocessing methods based on genetic algorithms. This method is intended as support for data mining expert and ease his work in routine parts like selection of appropriate preprocessing method (e.g. for data normalisation, outlier detection, etc... ). In this paper we will present the first results of our method. The data preprocessing is corner stone of every data mining task. But is also very difficult one. There are large variety of preprocessing methods and it is usually not clear which to use. Selection and setup of preprocessing methods usually needs skilled data mining expert. In this article we want to present a method for automated selection of preprocessing methods based on genetic algorithms. This method is intended as support for data mining expert and ease his work in routine parts like selection of appropriate preprocessing method (e.g. for data normalisation, outlier detection, etc... ). In this paper we will present the first results of our method. (en) The data preprocessing is corner stone of every data mining task. But is also very difficult one. There are large variety of preprocessing methods and it is usually not clear which to use. Selection and setup of preprocessing methods usually needs skilled data mining expert. In this article we want to present a method for automated selection of preprocessing methods based on genetic algorithms. This method is intended as support for data mining expert and ease his work in routine parts like selection of appropriate preprocessing method (e.g. for data normalisation, outlier detection, etc... ). In this paper we will present the first results of our method. (cs)
Title	Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method (en) Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method (cs)
skos:prefLabel	Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method (en) Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method (cs)
skos:notation	RIV/68407700:21230/08:03145839!RIV09-MSM-21230___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(KJB201210701), Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2009
http://linked.open...aciTvurceVysledku	Kordík, Pavel
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	357395
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/08:03145839
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Automatic Preprocessing; GAME; Genetic Algorithms (en)
http://linked.open.../riv/klicoveSlovo	Genetic Algorithms GAME Automatic Preprocessing
http://linked.open...ontrolniKodProRIV	[EFFFE30C9EBF]
http://linked.open...v/mistoKonaniAkce	Kyjev
http://linked.open...i/riv/mistoVydani	Kiev
http://linked.open...i/riv/nazevZdroje	Proceedings of the 2nd International Conference on Inductive Modelling
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Automated Knowledge Extraction
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Čepek, Miroslav Kordík, Pavel Šnorek, Miroslav Pavlíček, M.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2008-09-15 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Ukr. INTEI
https://schema.org/isbn	978-966-02-4889-2
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method

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