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A granular computing framework for self-organizing maps

โœ Scribed by Joseph P. Herbert; JingTao Yao


Book ID
113816080
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
334 KB
Volume
72
Category
Article
ISSN
0925-2312

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Granular self-organizing map (grSOM) for
โœ Vassilis G. Kaburlasos; S.E. Papadakis ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 594 KB

This work presents a useful extension of Kohonen's Self-Organizing Map (KSOM) for structure identification in linguistic (fuzzy) system modeling applications. More specifically the granular SOM neural model is presented for inducing a distribution of nonparametric fuzzy interval numbers (FINs) from