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The prediction of currency exchange rates using artificial neural networks

  • This paper describes the analysis of a neural network used to predict currency exchange rates in comparison to technical analysis. The neural network structures used are a multilayer perceptron and a Volterra network.

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Metadaten
Author:Oleg V. Kryuchin, Alexander A. Arzamastsev, Klaus G. Troitzsch
URN:urn:nbn:de:kola-5058
Series (Volume no.):Arbeitsberichte, FB Informatik (2011,4)
Document Type:Part of Periodical
Language:English
Date of completion:2011/03/15
Date of publication:2011/03/15
Publishing institution:Universität Koblenz-Landau, Campus Koblenz, Universitätsbibliothek
Release Date:2011/03/15
Tag:artiffficial neural networks; currency exchange rates; time series
GND Keyword:Neuronales Netz; Wechselkursänderung
Volume (for the year ...):2011
Number of pages:12 Seiten
Institutes:Fachbereich 4 / Fachbereich 4
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):License LogoEs gilt das deutsche Urheberrecht: § 53 UrhG

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