A Multilinear Singular Value Decomposition.
Lieven De LathauwerBart De MoorJoos VandewallePublished in: SIAM J. Matrix Anal. Appl. (2000)
Keyphrases
- singular value decomposition
- principal component analysis
- least squares
- dimensionality reduction
- singular values
- latent semantic indexing
- dimension reduction
- low rank
- higher order
- reconstruction error
- higher order singular value decomposition
- data sets
- data matrix
- latent semantic analysis
- image processing
- information retrieval
- high order
- kernel function
- pairwise
- null space
- low rank approximation
- low rank matrix
- tensor analysis
- singular vectors
- low rank matrices