Treelets | A Tool for Dimensionality Reduction and Multi-Scale Analysis of Unstructured Data

Ann B. Lee, Boaz Nadler

Abstract: In many modern data mining applications, such as analysis of gene expression or worddocument data sets, the data is highdimensional with hundreds or even thousands of variables, unstructured with n...