Dimension reduction in a feedback loop using the SVD: Results on controllability and stability.
Ryder C. WinckWayne J. BookPublished in: Autom. (2013)
Keyphrases
- dimension reduction
- feedback loop
- singular value decomposition
- principal component analysis
- high dimensional problems
- high dimensional
- dimensionality reduction
- data mining and machine learning
- steady state
- feature extraction
- partial least squares
- linear discriminant analysis
- discriminative information
- high dimensional data
- high dimensional data analysis
- low dimensional
- manifold learning
- random projections
- singular values
- preprocessing
- unsupervised learning
- high dimensionality
- least squares
- feature selection
- cluster analysis
- discriminant analysis
- manifold embedding
- feature space
- knowledge discovery
- dynamic programming