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09/24/2015
High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies
We briefly review recent progress in techniques for modeling and analyzi...
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05/25/2011
Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis
Data sets are often modeled as point clouds in R^D, for D large. It is o...
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01/08/2010
Spectral clustering based on local linear approximations
In the context of clustering, we assume a generative model where each cl...
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10/21/2008