Granular self-organizing map (grSOM) for
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Vassilis G. Kaburlasos; S.E. Papadakis
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Article
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2006
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Elsevier Science
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English
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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