Browsing Theses by Author "Whissell, John"
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Evaluating Clusterings by Estimating Clarity
Whissell, John (University of Waterloo, 2012-10-12)In this thesis I examine clustering evaluation, with a subfocus on text clusterings specifically. The principal work of this thesis is the development, analysis, and testing of a new internal clustering quality measure ... -
Significant Feature Clustering
Whissell, John (University of Waterloo, 2006)In this thesis, we present a new clustering algorithm we call <em>Significance Feature Clustering</em>, which is designed to cluster text documents. Its central premise is the mapping of raw frequency count vectors ...