Irrelevant gene elimination for Partial Least Squares based Dimension Reduction by using feature probes.
Xue-Qiang ZengGuo-Zheng LiGengfeng WuJack Y. YangMary Qu YangPublished in: Int. J. Data Min. Bioinform. (2009)
Keyphrases
- dimension reduction
- partial least squares
- feature extraction
- principal component analysis
- high dimensional
- singular value decomposition
- high dimensional data
- low dimensional
- random projections
- feature selection
- cluster analysis
- linear discriminant analysis
- feature vectors
- variable selection
- dimensionality reduction
- feature set
- feature space
- high dimensionality
- unsupervised learning
- microarray
- discriminant analysis
- data points
- neural network
- preprocessing
- computer vision