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A data mining approach to neural network training

Moncef Belhadjali (School of Business of Norfolk State University, Norfolk State University, Norfolk, Virginia, USA)
Gary L. Whaley (School of Business of Norfolk State University, Norfolk State University, Norfolk, Virginia, USA)

Information Management & Computer Security

ISSN: 0968-5227

Article publication date: 1 February 2004

1583

Abstract

Neural networks are widely used in model building. Applications include predicting bankruptcy, and assessing the relationship quality between a customer and a salesperson. This paper utilizes data from an Internet users survey to investigate Internet usage for personal and not for work or school related needs, and the impact of pattern presentation order and frequency on the learning accuracy of the network. The data were sorted using the association‐rule mining approach. The software used is BrainMaker from California Scientific Software.

Keywords

Citation

Belhadjali, M. and Whaley, G.L. (2004), "A data mining approach to neural network training", Information Management & Computer Security, Vol. 12 No. 1, pp. 117-124. https://doi.org/10.1108/09685220410518874

Publisher

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Emerald Group Publishing Limited

Copyright © 2004, Emerald Group Publishing Limited

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