Pattern recognition techniques as applied to the classification of convective storm cells

This thesis investigates the role of preprocessing, rejection classes and ample relabelling in the classification of convective storm cells. This problem is representative of pattern recognition problems displaying high data dimensionality, small sample sets, and imperfect sample labelling. A batter...

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Bibliographic Details
Main Author: Alexiuk, Mark Douglas
Language:en_US
Published: 2007
Online Access:http://hdl.handle.net/1993/2245