Dimensionality and prototype reduction techniques for pattern analysis

This thesis investigates two important topics in the statistical pattern recognition field, namely dimensionality reduction for supervised classification and prototype reduction for unsupervised classification. For dimensionality reduction part, we concentrate on the Discriminative Linear Dimensiona...

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Bibliographic Details
Main Author: Qin, Kai
Other Authors: Ponnuthurai N. Suganthan
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:https://hdl.handle.net/10356/3153
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Institution: Nanyang Technological University

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