About: Wages Forecasting Using Time Series Models Versus SVM 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	V článku je aplikován SVM učící stroj pro automatizovanou identifikaci funkční formy modelu časové řady a pro učení (kvantifikaci) parametrů modelu. Pomocí SVM učícího stroje byly odhadnuté hodnoty časové řady vývoje mezd Slovenské republiky za období leden 2001 až prosinec 2006. Přesnost odhadu byla porovnaná s odhady získané pomocí modelů založené na Box-Jenkinsovém přístupu. Článek se také zabývá některými metodologickým aspekty dynamického modelování a modelováním pomocí SVMv v ekonomice a jejích použitím pro modelování časových řad. (cs) SVM´s modelling approaches are used for automated specification of a functional form of the model and for training polynomial models. We provide the fit of the average nominal wages time series by SVM (Support Vector Machine) model over the period January 1,1991 to December 31, 2006 in the Slovak Republic, and use them as a tool to compare their forecasting abilities with those obtained using Box- Jenkins methodology. Some methodological contributions are made to dynamic and SVM´s modelling approaches in economics and to their use in time series modelling. SVM´s modelling approaches are used for automated specification of a functional form of the model and for training polynomial models. We provide the fit of the average nominal wages time series by SVM (Support Vector Machine) model over the period January 1,1991 to December 31, 2006 in the Slovak Republic, and use them as a tool to compare their forecasting abilities with those obtained using Box- Jenkins methodology. Some methodological contributions are made to dynamic and SVM´s modelling approaches in economics and to their use in time series modelling. (en)
Title	Wages Forecasting Using Time Series Models Versus SVM Methods Predikce mezd pomocí časových řad a SVM metody (cs) Wages Forecasting Using Time Series Models Versus SVM Methods (en)
skos:prefLabel	Wages Forecasting Using Time Series Models Versus SVM Methods Predikce mezd pomocí časových řad a SVM metody (cs) Wages Forecasting Using Time Series Models Versus SVM Methods (en)
skos:notation	RIV/47813059:19240/08:#0000833!RIV08-GA0-19240___
http://linked.open.../vavai/riv/strany	97-104
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA402/08/0022)
http://linked.open...vai/riv/dodaniDat	2008
http://linked.open...aciTvurceVysledku	Marček, Dušan
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	Slezská univerzita v Opavě / Filozoficko-přírodovědecká fakulta
http://linked.open...dnocenehoVysledku	405505
http://linked.open...ai/riv/idVysledku	RIV/47813059:19240/08:#0000833
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Support vector machines; learning machines; time series analysis; time series forecasting (en)
http://linked.open.../riv/klicoveSlovo	Support vector machines time series forecasting time series analysis learning machines
http://linked.open...ontrolniKodProRIV	[43D1ED304D02]
http://linked.open...v/mistoKonaniAkce	Uherské Hradiště
http://linked.open...i/riv/mistoVydani	Kunovice
http://linked.open...i/riv/nazevZdroje	Sixth International Conference on Soft Computing Applied in Computer and Economic Environments
http://linked.open...in/vavai/riv/obor	AH
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	The Latest Intelligent Methodologies for Economic Time Series Modelling and Forecasting
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Marček, Dušan
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2008-01-01 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	European Polytechnical Institute Kunovice
https://schema.org/isbn	978-80-7314-134-9
http://localhost/t...ganizacniJednotka	19240
is http://linked.open...avai/riv/vysledek of	Wages Forecasting Using Time Series Models Versus SVM Methods Wages Forecasting Using Time Series Models Versus SVM Methods Wages Forecasting Using Time Series Models Versus SVM Methods Wages Forecasting Using Time Series Models Versus SVM Methods

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