Singular value decomposition in additive, multiplicative, and logistic forms.
Stan LipovetskyW. Michael ConklinPublished in: Pattern Recognit. (2005)
Keyphrases
- singular value decomposition
- least squares
- singular values
- principal component analysis
- dimensionality reduction
- dimension reduction
- low rank
- latent semantic indexing
- null space
- latent semantic analysis
- factorization method
- singular vectors
- image processing
- reconstruction error
- data matrix
- correlation matrix
- low rank matrix