SVD-phy: improved prediction of protein functional associations through singular value decomposition of phylogenetic profiles.
Andrea FranceschiniJianyi LinChristian von MeringLars Juhl JensenPublished in: Bioinform. (2016)
Keyphrases
- singular value decomposition
- protein functional
- low rank
- least squares
- dimension reduction
- singular values
- principal component analysis
- dimensionality reduction
- low rank approximation
- latent semantic indexing
- latent semantic analysis
- neural network
- pattern recognition
- co occurrence
- molecular biology
- protein complexes
- singular vectors