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Can I read Knowledge Extraction Using Artificial Neural Networks: Application to Radar Target Identification on EtoBox?
Knowledge Extraction Using Artificial Neural Networks: Application to Radar Target Identification by J.-F. Remm; F. Alexandre is a Computer Science article available to read on EtoBox.
What is Knowledge Extraction Using Artificial Neural Networks: Application to Radar Target Identification about?
Artiÿcial neural networks are e cient for performing signal processing but are not able to explain their decision nor to extract knowledge from data. We propose here a way to extract rules and hints from the hidden layers of a multilayered perceptron. The network is ÿrst pruned and then the progressive use of a simpler transfer function can allow such knowledge extraction. This method has been successfully applied to radar signal identiÿcation.
Who reads Knowledge Extraction Using Artificial Neural Networks: Application to Radar Target Identification?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- J.-F. Remm; F. Alexandre
- Publisher
- Elsevier Science; Elsevier ; Elsevier BV (ISSN 0165-1684)
- Published
- 2002
- Language
- EN
- Field
- Computer Science (Physical Sciences)