Feature selection from higher order correlations

This thesis addresses the problems in feature selection, particularly focusing on selecting features from higher order correlations. To this end, we present two supervised feature selection approaches named \emph{Graph based Information-theoretic Feature Selection} and \emph{Hypergraph based Informa...

Full description

Bibliographic Details
Main Author: Zhang, Zhihong
Other Authors: Hancock, Edwin
Published: University of York 2012
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.568094