Feature extraction in classification

Feature extraction, or dimensionality reduction, is an essential part of many machine learning applications. The necessity for feature extraction stems from the curse of dimensionality and the high computational cost of manipulating high-dimensional data. In this thesis we focus on feature extractio...

Full description

Bibliographic Details
Main Author: Liu, Raymond
Other Authors: Gillies, Duncan
Published: Imperial College London 2013
Subjects:
004
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.650594