Clustering, Classification, and Factor Analysis in High Dimensional Data Analysis
Clustering, classification, and factor analysis are three popular data mining techniques. In this dissertation, we investigate these methods in high dimensional data analysis. Since there are much more features than the sample sizes and most of the features are non-informative in high dimensional da...
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ScholarWorks @ Georgia State University
2013
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| Online Access: | http://scholarworks.gsu.edu/math_diss/16 http://scholarworks.gsu.edu/cgi/viewcontent.cgi?article=1016&context=math_diss |