An optimized clustering algorithm using genetic algorithm and rough set theory based on kohonen self organizing map

• Main Authors: Bouyer, Asgarali, Hatamlou, Abdureza, Abdullah, Abdul Hanan
• Format: Article
• Language: English
• Published: LJS Publisher and IJCSIS Press 2010
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/31719/2/vol-8-no-4-jul-2010; http://eprints.utm.my/id/eprint/31719/
• Institution: Universiti Teknologi Malaysia

The Kohonen self organizing map is an efficient tool in exploratory phase of data mining and pattern recognition. The SOM is a popular tool that maps high dimensional space into a small number of dimensions by placing similar elements close together, forming clusters. Recently, most of the researche...