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Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

Aus der Reihe International Series in Operations Research & Management Science
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135,99 € UVP 153,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

25.11.2010

Verlag

Springer Us

Seitenzahl

316

Maße (L/B/H)

23,5/15,5/1,9 cm

Gewicht

517 g

Auflage

Softcover reprint of hardcover 1st ed. 2007

Sprache

Englisch

ISBN

978-1-4419-4404-7

Beschreibung

Rezension

From the reviews:



"This monograph consisting of six parts focuses on forecasting exchange rates via artificial neural networks (ANNs) and it is based on the fruit of a very pleasant scientific cooperation between three genuine academic researchers. …The academic researchers together with the business practitioners interested in the recent developments concerning the forecasting foreign exchange rates with ANNs will find in this book an excellent reference." (Vasile Postolica, Zentralblatt MATH, Vol. 1125 (2), 2008)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

25.11.2010

Verlag

Springer Us

Seitenzahl

316

Maße (L/B/H)

23,5/15,5/1,9 cm

Gewicht

517 g

Auflage

Softcover reprint of hardcover 1st ed. 2007

Sprache

Englisch

ISBN

978-1-4419-4404-7

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Foreign-Exchange-Rate Forecasting with Artificial Neural Networks
  • Produktbild: Foreign-Exchange-Rate Forecasting with Artificial Neural Networks
  • Preface.- Are foreign exchange rates predictable? An anatomy of a survey from artificial neural networks perspective.- Basic principles of ANN algorithms.- Data preparation in neural network data analysis.- Forecasting foreign exchange rates using an adaptive back-propagation algorithm with optimal learning rate and momentum factor.- An online learning algorithm with adaptive forgetting factors for BP neural network in foreign exchange rate forecasting.- An improved BP algorithm with adaptive smoothing momentum terms for foreign exchange rate prediction.- Hybridizing BPNN and exponential smoothing for foreign exchange rate prediction.- A nonlinear combined model integrating ANN and GLAR for exchange rate forecasting.- A hybrid GA-based SVM model for foreign exchange market trends exploration.- Forecasting foreign exchange rates with a multistage neural network ensemble model.- Foreign exchange rate ensemble forecasting with neural network meta-learning.- A confidence-based neural network ensemble model for predicting foreign exchange market movement direction.- Foreign exchange rates forecasting with multiple candidate models: selecting or combining?.- Developing an intelligent Forex rolling forecasting and trading decision support system I: conceptual framework, modeling techniques and system implementation: developing an intelligent Forex rolling forecasting and trading decision support system II-An empirical and comprehensive assessment.- References.- Subject index.- Author index.