Rough set based clustering of the self organizing map

The Kohonen Self Organizing Map (SOM) is an excellent tool in exploratory phase of data mining. The SOM is a popular tool that maps a high-dimensional space onto a small number of dimensions by placing similar elements close together, forming clusters. When the number of SOM units is large, to facil...

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Bibliographic Details
Main Authors: Mohebi, Ehsan, Sap, M. N. N.
Format: Book Section
Published: Institute of Electrical and Electronics Engineers 2009
Subjects:
Online Access:http://eprints.utm.my/id/eprint/13092/
http://dx.doi.org/10.1109/ACIIDS.2009.79
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Institution: Universiti Teknologi Malaysia