Properties of the singular value decomposition for efficient data clustering.
SangKeun LeeMonson H. HayesPublished in: IEEE Signal Process. Lett. (2004)
Keyphrases
- data clustering
- singular value decomposition
- singular values
- least squares
- clustering algorithm
- spectral clustering
- k means
- low rank
- unsupervised feature selection
- cluster analysis
- unsupervised learning
- dimension reduction
- dimensionality reduction
- principal component analysis
- graph partitioning
- latent semantic indexing
- machine learning