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Artificial Neural Networks: Applications in Finance and Manufacturing

Artificial Neural Networks: Applications in Finance and Manufacturing
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Author(s): Joarder Kamruzzaman (Monash University, Australia) and Ruhul A. Sarker (University of New South Wales, Australia, Victoria University, Australia)
Copyright: 2006
Pages: 27
Source title: Artificial Neural Networks in Finance and Manufacturing
Source Author(s)/Editor(s): Joarder Kamruzzaman (Monash University, Australia), Rezaul Begg (Victoria University, Australia) and Ruhul Sarker (University of New South Wales, Australia)
DOI: 10.4018/978-1-59140-670-9.ch001

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Abstract

The primary aim of this chapter is to present an overview of the artificial neural network basics and operation, architectures, and the major algorithms used for training the neural network models. As can be seen in subsequent chapters, neural networks have made many useful contributions to solve theoretical and practical problems in finance and manufacturing areas. The secondary aim here is therefore to provide a brief review of artificial neural network applications in finance and manufacturing areas.

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