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Foreign-Exchange-Rate Forecasting with Artificial Neural Networks
  • Author : Lean Yu
  • Release Date : 26 February 2010
  • Publisher : Springer Science & Business Media
  • Genre : Business & Economics
  • Pages : 316
  • ISBN 13 : 9780387717203
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Book Description: This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly useful methodological approach to predicting rate changes in foreign currency exchanges.

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Author : Lean Yu,Shouyang Wang,Kin Keung Lai
Publisher : Springer Science & Business Media
Genre : Business & Economics
Get Book

This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a ...

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Author : Lean Yu,Shouyang Wang,Kin Keung Lai
Publisher : Springer Science & Business Media
Genre : Business & Economics
Get Book

The book focuses on forecasting foreign exchange rates via artificial neural networks. It creates and applies the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange-rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a highly ...

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Foreign Exchange Rate Forecasting with Artificial Neural Networks

Author : Lean Yu,Shouyang Wang,Kin Keung Lai
Publisher : Springer
Genre : Business & Economics
Get Book

This book focuses on forecasting foreign exchange rates via artificial neural networks (ANNs), creating and applying the highly useful computational techniques of Artificial Neural Networks (ANNs) to foreign-exchange rate forecasting. The result is an up-to-date review of the most recent research developments in forecasting foreign exchange rates coupled with a ...

Exchange Rate Forecasting

Exchange Rate Forecasting

Author : Yih-Jiuan Wu
Publisher : Unknown
Genre : Uncategorized
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The purpose of this research is to investigate the forecasting performance of Artificial Neural Network models applied to foreign exchange rates. The study concentrates on the behavior of forecasts of exchange rates generated from the radial basis function (RBF) network models where little previous work exists. Exchange rates examined are ...

Engineering Applications of Neural Networks

Engineering Applications of Neural Networks

Author : Lazaros S. Iliadis,Harris Papadopoulos,Chrisina Jayne
Publisher : Springer
Genre : Computers
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The two volumes set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks ...

Exchange Rate Forecasting Techniques and Applications

Exchange Rate Forecasting Techniques and Applications

Author : I. Moosa
Publisher : Springer
Genre : Business & Economics
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Forecasting exchange rates is a variable that preoccupies economists, businesses and governments, being more critical to more people than any other variable. In Exchange Rate Forecasting the author sets out to provide a concise survey of the techniques of forecasting - bringing together the various forecasting methods and applying them ...

Neural Networks in Business Forecasting

Neural Networks in Business Forecasting

Author : G. Peter Zhang
Publisher : IGI Global
Genre : Business & Economics
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Forecasting is one of the most important activities that form the basis for strategic, tactical, and operational decisions in all business organizations. Recently, neural networks have emerged as an important tool for business forecasting. Neural Networks in Business Forecasting provides researchers and practitioners with some recent advances in applying neural ...

The Big Data Driven Digital Economy Artificial and Computational Intelligence

The Big Data Driven Digital Economy Artificial and Computational Intelligence

Author : Abdalmuttaleb M. A. Musleh Al-Sartawi
Publisher : Springer Nature
Genre : Computers
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This book shows digital economy has become one of the most sought out solutions to sustainable development and economic growth of nations. This book discusses the implications of both artificial intelligence and computational intelligence in the digital economy providing a holistic view on AI education, economics, finance, sustainability, ethics, governance, ...

Applications and Innovations in Intelligent Systems XIII

Applications and Innovations in Intelligent Systems XIII

Author : Ann Macintosh,Richard Ellis,Tony Allen
Publisher : Springer Science & Business Media
Genre : Computers
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The papers in this volume are the refereed application papers presented at AI-2005, the Twenty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2005. The papers present new and innovative developments in the field, divided into sections on Synthesis and Prediction, Scheduling and ...

Applied Intelligent Decision Making in Machine Learning

Applied Intelligent Decision Making in Machine Learning

Author : Himansu Das,Jitendra Kumar Rout,Suresh Chandra Moharana,Nilanjan Dey
Publisher : CRC Press
Genre : Computers
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The objective of this edited book is to share the outcomes from various research domains to develop efficient, adaptive, and intelligent models to handle the challenges related to decision making. It incorporates the advances in machine intelligent techniques such as data streaming, classification, clustering, pattern matching, feature selection, and deep ...

Artificial Higher Order Neural Networks for Economics and Business

Artificial Higher Order Neural Networks for Economics and Business

Author : Zhang, Ming
Publisher : IGI Global
Genre : Computers
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"This book is the first book to provide opportunities for millions working in economics, accounting, finance and other business areas education on HONNs, the ease of their usage, and directions on how to obtain more accurate application results. It provides significant, informative advancements in the subject and introduces the HONN ...

Neural Networks in Finance

Neural Networks in Finance

Author : Paul D. McNelis
Publisher : Academic Press
Genre : Business & Economics
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This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. McNelis utilizes a variety of examples, from forecasting automobile production and corporate ...