Dimensionality Reduction and Fusion Strategies for the Design of Parametric Signal Classifiers

This dissertation focuses on two specific problems related to the design of parametric signal classifiers: dimensionality reduction to overcome the curse of dimensionality and information fusion to improve classification by exploiting complementary information from multiple sensors or multiple class...

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Bibliographic Details
Main Author: Kota, Srinivas
Format: Others
Published: OpenSIUC 2010
Subjects:
Online Access:https://opensiuc.lib.siu.edu/dissertations/171
https://opensiuc.lib.siu.edu/cgi/viewcontent.cgi?article=1171&context=dissertations