About: The Evolution of Fuzzy Classifier for Data Mining with Applications

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: The Evolution of Fuzzy Classifier for Data Mining with Applications Goto Sponge NotDistinct Permalink

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

Attributes	Values
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 a. successful information retrieval method for search query optimization to the fuzzy classifier evolution. We demonstrate the ability of the genetic programming to evolve useful fuzzy classifiers on two use cases in which we detect faulty products of a product processing plant and discover intrusions in a computer network. 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 a. successful information retrieval method for search query optimization to the fuzzy classifier evolution. We demonstrate the ability of the genetic programming to evolve useful fuzzy classifiers on two use cases in which we detect faulty products of a product processing plant and discover intrusions in a computer network. (en)
Title	The Evolution of Fuzzy Classifier for Data Mining with Applications The Evolution of Fuzzy Classifier for Data Mining with Applications (en)
skos:prefLabel	The Evolution of Fuzzy Classifier for Data Mining with Applications The Evolution of Fuzzy Classifier for Data Mining with Applications (en)
skos:notation	RIV/61989100:27240/10:86077836!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	258019
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86077836
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	fuzzy systems; classifier evolution; information retrieval; genetic programming (en)
http://linked.open.../riv/klicoveSlovo	fuzzy systems genetic programming information retrieval classifier evolution
http://linked.open...ontrolniKodProRIV	[F2769C1890A1]
http://linked.open...v/mistoKonaniAkce	Indian Inst Technol Kanpur, Kanpur, INDIA
http://linked.open...i/riv/mistoVydani	Berlin Heidelberg
http://linked.open...i/riv/nazevZdroje	Simulated Evolution and Learning
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	000289185200036
http://linked.open.../riv/zahajeniAkce	2010-12-01 (xsd:date)
issn	0302-9743
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. (Berlin; Heidelberg)
https://schema.org/isbn	978-3-642-17297-7
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	The Evolution of Fuzzy Classifier for Data Mining with Applications The Evolution of Fuzzy Classifier for Data Mining with Applications The Evolution of Fuzzy Classifier for Data Mining with Applications

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software