About: Foreign exchange rates forecasting based on high-frequency data using neural networks

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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	In this paper, a neural network based foreign exchange rates forecasting method is discussed. The data set used in this study contains 15-minute prices of US dollar against other major currencies. We tested feed-forward neural networks with back-propagation algorithm. The study shows, that it is possible to forecast short-term future FX movements without the use of extensive market data. In this paper, a neural network based foreign exchange rates forecasting method is discussed. The data set used in this study contains 15-minute prices of US dollar against other major currencies. We tested feed-forward neural networks with back-propagation algorithm. The study shows, that it is possible to forecast short-term future FX movements without the use of extensive market data. (en)
Title	Foreign exchange rates forecasting based on high-frequency data using neural networks Foreign exchange rates forecasting based on high-frequency data using neural networks (en)
skos:prefLabel	Foreign exchange rates forecasting based on high-frequency data using neural networks Foreign exchange rates forecasting based on high-frequency data using neural networks (en)
skos:notation	RIV/62156489:_____/02:11800009!RIV/2003/MSM/430003/N
http://linked.open.../vavai/riv/strany	175;183
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 431100007)
http://linked.open...iv/cisloPeriodika	6
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Mastný, Václav Dvořáková, Miroslava
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	Mendelova univerzita v Brně / (nerozlišená součást)
http://linked.open...dnocenehoVysledku	646408
http://linked.open...ai/riv/idVysledku	RIV/62156489:_____/02:11800009
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	neural networks;foreign exchange;forecasting;high-frequency;FX;back-propagation;time series (en)
http://linked.open.../riv/klicoveSlovo	high-frequency neural networks time series forecasting FX foreign exchange back-propagation
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[C7C50D14E1F6]
http://linked.open...i/riv/nazevZdroje	ACTA UNIVERSITATIS AGRICULTURAE ET SILVICULTURAE MENDELIANAE BRUNENSIS
http://linked.open...in/vavai/riv/obor	AH
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...UplatneniVysledku	2002
http://linked.open...v/svazekPeriodika	Neuveden
http://linked.open...iv/tvurceVysledku	Dvořáková, Miroslava Mastný, Václav
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20431100007
issn	1211-8516
number of pages	9 (xsd:int)

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