About: Learning patterns from data by an evolutionary-fuzzy approach

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

About: Learning patterns from data by an evolutionary-fuzzy approach Goto Sponge Distinct 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	There are various techniques for data mining and data analysis. Among them, hybrid approaches combining two or more algorithms gain importance as the complexity and dimension of real world data sets grows. In this paper, we present an application of evolutionary-fuzzy classification technique to data mining. Genetic programming is deployed to evolve a fuzzy classifier describing a set of anomalous patterns in data and the classifier is further used to prevent production of faulty products. There are various techniques for data mining and data analysis. Among them, hybrid approaches combining two or more algorithms gain importance as the complexity and dimension of real world data sets grows. In this paper, we present an application of evolutionary-fuzzy classification technique to data mining. Genetic programming is deployed to evolve a fuzzy classifier describing a set of anomalous patterns in data and the classifier is further used to prevent production of faulty products. (en)
Title	Learning patterns from data by an evolutionary-fuzzy approach Learning patterns from data by an evolutionary-fuzzy approach (en)
skos:prefLabel	Learning patterns from data by an evolutionary-fuzzy approach Learning patterns from data by an evolutionary-fuzzy approach (en)
skos:notation	RIV/61989100:27240/11:86080817!RIV12-GA0-27240___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA102/09/1494)
http://linked.open...iv/cisloPeriodika	April
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Snášel, Václav Platoš, Jan Krömer, Pavel
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	209132
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/11:86080817
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	applications.; genetic programming; fuzzy classifiers; data mining (en)
http://linked.open.../riv/klicoveSlovo	applications. fuzzy classifiers data mining genetic programming
http://linked.open...odStatuVydavatele	DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV	[00391DE48524]
http://linked.open...i/riv/nazevZdroje	Advances in Soft Computing
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	New methods od data transmition based on turbo code
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	87
http://linked.open...iv/tvurceVysledku	Krömer, Pavel Platoš, Jan Snášel, Václav
issn	1615-3871
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-19644-7_14
http://localhost/t...ganizacniJednotka	27240

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, 91 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software