OPTIMIZATION OF NETWORK PARAMETERS AND SEMI-SUPERVISION IN GAUSSIAN ART ARCHITECTURES

In this thesis we extensively experiment with two ART (adaptive resonance theory) architectures called Gaussian ARTMAP (GAM) and Distributed Gaussian ARTMAP (dGAM). Both of these classifiers have been successfully used in the past on a variety of applications. One of our contributions in this thesis...

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Bibliographic Details
Main Author: Chalasani, Roopa
Other Authors: Georgiopoulos, Michael
Format: Dissertation
Published: University of Central Florida 2005
Subjects:
Online Access:http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/4129