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Dynamic Cluster Recognition with Multiple Self-Organising Maps

โœ Scribed by Cosimo Distante; Pietro Sicilian; Krishna C. Persaud


Book ID
106256604
Publisher
Springer-Verlag
Year
2002
Tongue
English
Weight
205 KB
Volume
5
Category
Article
ISSN
1433-7541

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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