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Type: Artigo de evento
Title: The Meaningful Fractal Fuzzy Dimension Applied To The Design Of Self Organizing Maps
Author: Peres S.M.
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.
Rights: fechado
Identifier DOI: 10.1109/IJCNN.2008.4633964
Date Issue: 2008
Appears in Collections:Unicamp - Artigos e Outros Documentos

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