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Hierarchical Modelling of Data Inherent Structures Using Networks of Fuzzy Classifiers

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2 Author(s)

This work is dedicated to a network oriented modelling approach based on the interconnection of multivariate Fuzzy Pattern Classifier nodes. The main point is the elaboration of a data driven and hierarchical design strategy for such fuzzy classifier network models. In detail two essential issues will be dealt with: the automatic layout of the network and the configuration of the classifier nodes. Both issues are addressed using a multiple cluster analysis approach. Finally the network design and operation ARE illustrated within the scope of an practical example.

Published in:

Computer Modeling and Simulation, 2008. UKSIM 2008. Tenth International Conference on

Date of Conference:

1-3 April 2008