Pathway level analysis of gene expression using singular value decomposition.

John K. Tomfohr Jun Lu Thomas B. Kepler

Published in: BMC Bioinform. (2005)

Keyphrases

singular value decomposition
singular values
dimension reduction
low rank
least squares
dimensionality reduction
latent semantic indexing
principal component analysis
machine learning
analysis of gene expression
face recognition
pattern recognition
singular vectors