Enhancement of topology preservation and
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Arthur L. Hsu; Saman K. Halgamuge
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Article
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2003
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Elsevier Science
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English
⚖ 730 KB
The use of self-organising maps (SOM) in unsupervised knowledge discovery has been successful and widely accepted, since the results produced are unbiased and can be visualised. Growing SOM (GSOM), or dynamic SOM that dynamically allocates map size and shape, was proposed to compensate for the stati