Browsing Auburn Theses and Dissertations by Author "Tadesse, Dawit"

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High-Dimensional Classification Methods for Sparse Signals and Their Applications in Text and Data Mining

Tadesse, Dawit (2014-07-22)

Classification using high-dimensional features arises frequently in many contemporary statistical studies such as tumor classification using microarray or other high-throughput data. In this dissertation we conduct a ...