Explicit Dimension Reduction and Its Applications.
Zohar Shay KarninYuval RabaniAmir ShpilkaPublished in: SIAM J. Comput. (2012)
Keyphrases
- dimension reduction
- feature extraction
- principal component analysis
- singular value decomposition
- linear discriminant analysis
- high dimensional
- high dimensional problems
- low dimensional
- partial least squares
- data mining and machine learning
- discriminative information
- random projections
- high dimensional data
- feature space
- feature selection
- variable selection
- manifold learning
- high dimensionality
- dimension reduction methods
- high dimensional data analysis
- cluster analysis
- dimensionality reduction
- preprocessing
- neural network
- image data
- pairwise
- pattern recognition
- qr decomposition
- data sets