Inducing fuzzy decision trees to solve classification and regression problems in non-deterministic domains

Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human thinking and perception. This thesis describes the development of a novel tree induction algorithm which improves the cl...

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Bibliographic Details
Main Author: Fowdar, Navindra Jay
Published: Manchester Metropolitan University 2005
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.426942