Applications of singular-value decomposition (SVD).

Alkiviadis G. Akritas Gennadi I. Malaschonok

Published in: Math. Comput. Simul. (2004)

Keyphrases

singular value decomposition
singular values
least squares
dimension reduction
dimensionality reduction
latent semantic indexing
low rank
reconstruction error
principal component analysis
correlation matrix
latent semantic analysis
data matrix
singular vectors
feature selection
pattern recognition