About: Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach

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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	Fuzzy classifiers and fuzzy rules can be informally defined as tools that use fuzzy sets or fuzzy logic for their operations. In this paper, we use genetic programming to evolve a fuzzy classifier in the form of a fuzzy search expression to predict product quality. We interpret the data mining task as a fuzzy information retrieval problem and we apply successful information retrieval method for search query optimization to the fuzzy classifier evolution. We demonstrate the ability of genetic programming to evolve useful fuzzy classifiers on a real world case in which a classifier detecting faulty products in an industrial production process is evolved. Fuzzy classifiers and fuzzy rules can be informally defined as tools that use fuzzy sets or fuzzy logic for their operations. In this paper, we use genetic programming to evolve a fuzzy classifier in the form of a fuzzy search expression to predict product quality. We interpret the data mining task as a fuzzy information retrieval problem and we apply successful information retrieval method for search query optimization to the fuzzy classifier evolution. We demonstrate the ability of genetic programming to evolve useful fuzzy classifiers on a real world case in which a classifier detecting faulty products in an industrial production process is evolved. (en)
Title	Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach (en)
skos:prefLabel	Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach Evolving Fuzzy Classifier for Data Mining - an Information Retrieval Approach (en)
skos:notation	RIV/61989100:27240/10:86077748!RIV11-MPO-27240___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(FR-TI1/420)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Snášel, Václav Platoš, Jan Krömer, Pavel Abraham Padath, Ajith
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	258061
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86077748
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Approach; Retrieval; Information; Mining; Data; for; Classifier; Fuzzy; Evolving (en)
http://linked.open.../riv/klicoveSlovo	Evolving Retrieval Classifier for Fuzzy Information Mining Approach Data
http://linked.open...ontrolniKodProRIV	[0514E5CEA750]
http://linked.open...v/mistoKonaniAkce	Leon, Spain
http://linked.open...i/riv/mistoVydani	Berlin Heidelberg
http://linked.open...i/riv/nazevZdroje	COMPUTATIONAL INTELLIGENCE IN SECURITY FOR INFORMATION SYSTEMS 2010
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	*Integrovaný softwarový systém pro optimalizaci řízení technologických procesů a predikci kvality produkce velkých technologických celků využívající pokročilé matematické metody, modelování a umělou inteligenci
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Abraham Padath, Ajith Krömer, Pavel Platoš, Jan Snášel, Václav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000289216200003
http://linked.open.../riv/zahajeniAkce	2010-11-11 (xsd:date)
issn	1867-5662
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. (Berlin; Heidelberg)
https://schema.org/isbn	978-3-642-16625-9
http://localhost/t...ganizacniJednotka	27240

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