Visualization of Mixed Attributed High-Dimensional Dataset Using Singular Value Decomposition.
Bindiya M. VargheseA. UnnikrishnanK. Poulose JacobPublished in: BDTA (2016)
Keyphrases
- singular value decomposition
- high dimensional
- dimensionality reduction
- dimension reduction
- singular values
- low dimensional
- principal component analysis
- low rank
- least squares
- latent semantic indexing
- similarity search
- high dimensional data
- feature space
- data analysis
- manifold learning
- low rank approximation
- text retrieval
- gene expression data
- data points
- null space
- low rank matrices