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http://dx.doi.org/10.5391/JKIIS.2006.16.5.642

Fuzzy TAM Network Model Using SOM  

Hong, Jung-Pyo (Department of Industrial Engineering, Kyungnam University)
Hwang, Seung-Gook (Department of Industrial Engineering, Kyungnam University)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.16, no.5, 2006 , pp. 642-646 More about this Journal
Abstract
The fuzzy TAM(Topographical Attentive Mapping) network is a supervised method of pattern analysis which is composed of input layer, category layer, and output layer. But if we don't know the target value of the pattern, the network can not be trained. In this case, the target value can be replaced by a result induced by using an unsupervised neural network as the SOM (Self-organizing Map). In this paper, we apply the results of SOM to fuzzy TAM network and show its usefulness through the case study.
Keywords
SOM; Fuzzy TAM Network; Pattern Analysis;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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