About: Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods.

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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	Accurate time series forecasting are important for displaying the manner in which the past continues to affect the future and for planning our day to day activities. In recent years, a large literature has evolved on the use of computational intelligence in many forecasting applications. In this paper, several computational intelligence techniques (genetic algorithms, neural networks, support vector machine, fuzzy rules) are combined in a distinct way to forecast a set of referenced time series. Forecasting performance is compared to the a standard and method frequently used in practice. Accurate time series forecasting are important for displaying the manner in which the past continues to affect the future and for planning our day to day activities. In recent years, a large literature has evolved on the use of computational intelligence in many forecasting applications. In this paper, several computational intelligence techniques (genetic algorithms, neural networks, support vector machine, fuzzy rules) are combined in a distinct way to forecast a set of referenced time series. Forecasting performance is compared to the a standard and method frequently used in practice. (en)
Title	Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. (en)
skos:prefLabel	Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. (en)
skos:notation	RIV/61988987:17610/11:A120121I!RIV12-MSM-17610___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(1M0572), S
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Vavříčková, Lenka Štěpnička, Martin
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 / Centrum excelence IT4Innovations, divize OU, Ústav pro výzkum a aplikace fuzzy modelování
http://linked.open...dnocenehoVysledku	200102
http://linked.open...ai/riv/idVysledku	RIV/61988987:17610/11:A120121I
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Time series; Computational intelligence; Neural networks; Support vector machine; Fuzzy rules; Genetic algorithm (en)
http://linked.open.../riv/klicoveSlovo	Computational intelligence Fuzzy rules Support vector machine Time series Genetic algorithm Neural networks
http://linked.open...ontrolniKodProRIV	[604296C87643]
http://linked.open...v/mistoKonaniAkce	Aix-Les-Bains
http://linked.open...i/riv/nazevZdroje	Proc. EUSFLAT-LFA 2011
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Data, algorithms, decision making
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Vavříčková, Lenka Štěpnička, Martin Cortez, Paulo Gutierrez, German Peralta Donate, Juan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-07-18 (xsd:date)
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Atlantis Press
https://schema.org/isbn	978-90-78677-00-0
http://localhost/t...ganizacniJednotka	17610

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