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Artificial Neural Networks: Applications in Finance and Manufacturing

Artificial Neural Networks: Applications in Finance and Manufacturing

Joarder Kamruzzaman, Ruhul Sarker
Copyright: © 2008 |Pages: 22
ISBN13: 9781599049410|ISBN10: 1599049414|EISBN13: 9781599049427
DOI: 10.4018/978-1-59904-941-0.ch010
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MLA

Kamruzzaman, Joarder, and Ruhul Sarker. "Artificial Neural Networks: Applications in Finance and Manufacturing." Intelligent Information Technologies: Concepts, Methodologies, Tools, and Applications, edited by Vijayan Sugumaran, IGI Global, 2008, pp. 222-243. https://doi.org/10.4018/978-1-59904-941-0.ch010

APA

Kamruzzaman, J. & Sarker, R. (2008). Artificial Neural Networks: Applications in Finance and Manufacturing. In V. Sugumaran (Ed.), Intelligent Information Technologies: Concepts, Methodologies, Tools, and Applications (pp. 222-243). IGI Global. https://doi.org/10.4018/978-1-59904-941-0.ch010

Chicago

Kamruzzaman, Joarder, and Ruhul Sarker. "Artificial Neural Networks: Applications in Finance and Manufacturing." In Intelligent Information Technologies: Concepts, Methodologies, Tools, and Applications, edited by Vijayan Sugumaran, 222-243. Hershey, PA: IGI Global, 2008. https://doi.org/10.4018/978-1-59904-941-0.ch010

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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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