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Feature Competitive Algorithm for Dimension Reduction of the Self-Organizing Map Input Space

✍ Scribed by Huilin Ye; Bruce W.N. Lo

Book ID
111564083
Publisher
Springer US
Year
2000
Tongue
English
Weight
118 KB
Volume
13
Category
Article
ISSN
0924-669X

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In this work an online algorithm is presented for the construction of the self-organizing map (SOM) of symbol strings. Each node of the SOM grid is associated with a model string which is a variable-vector sequence. Smooth interpolation method is applied in the training which performs simultaneous a