A data mining approach to neural network training
Information Management & Computer Security
ISSN: 0968-5227
Article publication date: 1 February 2004
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
:Emerald Group Publishing Limited
Copyright © 2004, Emerald Group Publishing Limited