Dimension estimation in sufficient dimension reduction: A unifying approach.
Efstathia BuraJiao YangPublished in: J. Multivar. Anal. (2011)
Keyphrases
- dimension reduction
- intrinsic dimension
- principal component analysis
- high dimensional
- low dimensional
- variable selection
- feature extraction
- high dimensional problems
- data mining and machine learning
- random projections
- linear discriminant analysis
- discriminative information
- cluster analysis
- singular value decomposition
- dimensionality reduction
- feature space
- intrinsic dimensionality
- high dimensionality
- feature selection
- unsupervised learning
- high dimensional data
- preprocessing
- manifold learning
- density estimation
- data sets
- scatter matrices
- high dimensional data analysis
- model selection
- text mining
- reinforcement learning
- face recognition
- data mining
- neural network