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Application of self-organising maps for data mining with incomplete data sets

✍ Scribed by S. Wang

Publisher
Springer-Verlag
Year
2003
Tongue
English
Weight
296 KB
Volume
12
Category
Article
ISSN
0941-0643

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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