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math.NA2012
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
M. Fauvel, A. Villa, J. Chanussot +1
The classification of high dimensional data with kernel methods is considered in this article. Exploit- ing the emptiness property of high dimensional spaces, a kernel based on the…
physics.data-an2012★ 1 cited
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon +4
Imaging spectrometers measure electromagnetic energy scattered in their instantaneous field view in hundreds or thousands of spectral channels with higher spectral resolution than…