Subclass-Oriented Dimension Reduction with Constraint Transformation and Manifold Regularization.
Bin TongEinoshin SuzukiPublished in: PAKDD (2) (2010)
Keyphrases
- dimension reduction
- manifold regularization
- principal component analysis
- high dimensional
- feature extraction
- singular value decomposition
- linear discriminant analysis
- low dimensional
- high dimensional data
- cluster analysis
- feature selection
- feature space
- random projections
- unsupervised learning
- dimensionality reduction
- preprocessing
- data sets
- semi supervised learning
- face recognition
- machine learning
- data representation
- data mining