Please use this identifier to cite or link to this item:
|Type:||Artigo de evento|
|Title:||The Meaningful Fractal Fuzzy Dimension Applied To The Design Of Self Organizing Maps|
De Netto M.L.A.
|Abstract:||This paper presents the principal results of a detailed study about the use of the Meaningful Fractal Fuzzy Dimension measure in the problem in determining adequately the topological dimension of output space of a Self-Organizing Map. This fractal measure is conceived by combining the Fractals Theory and Fuzzy Approximate Reasoning. In this work this measure was applied on the dataset in order to obtain a priori knowledge, which is used to support the decision making about the SOM output space design. Several maps were designed with this approach and their evaluations are discussed here. ©2008 IEEE.|
|Appears in Collections:||Unicamp - Artigos e Outros Documentos|
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