Combining transcriptional datasets using the generalized singular value decomposition.
Andreas W. SchreiberNeil J. ShirleyRachel A. BurtonGeoffrey B. FincherPublished in: BMC Bioinform. (2008)
Keyphrases
- singular value decomposition
- singular values
- least squares
- latent semantic indexing
- dimensionality reduction
- dimension reduction
- principal component analysis
- low rank
- reconstruction error
- factorization method
- null space
- latent semantic analysis
- singular vectors
- low rank approximation
- high dimensional data
- linear combination
- optical flow
- pattern recognition
- image processing
- information retrieval
- machine learning