Proceedings of the Fuzzy System Symposium
21st Fuzzy System Symposium
Session ID : 9E2-3
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Host: Japan Society for Fuzzy Theory and Intelligent Informatics

Co-host: International Fuzzy Systems Association, IEEE Computational Intelligence Society Japan Chapter

9E2.
Topographic Preservation of Self-Organizing Maps
*Matashige OYABU
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Keywords: Self-Organizing Maps, Topographic Preservation, Spherical SOM
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Abstract
Self-Organizing Maps preserves neighborhood from input space to output space. In this paper, quantitative analysis of the preservation was done on the conventional rectangular SOM and the spherical SOM. Three types of measure were used for the evaluation and compared.
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© 2005 Japan Society for Fuzzy Theory and Intelligent Informatics
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