CUR matrix decompositions for improved data analysis.

Michael W. Mahoney Petros Drineas

Published in: Proc. Natl. Acad. Sci. USA (2009)

Keyphrases

data analysis
singular value decomposition
low rank
matrix decomposition
least squares
data mining
low rank approximation
rough set theory
cost model
multi aspect
rough sets
high dimensional data
feature space
big data
improved algorithm
data visualization
databases