Dimension reduction of microarray data based on local tangent space alignment.
Li TengHongyu LiXuping FuWenbin ChenI-Fan ShenPublished in: IEEE ICCI (2005)
Keyphrases
- dimension reduction
- microarray data
- manifold learning
- high dimensional
- cluster analysis
- feature selection
- low dimensional
- microarray
- high dimensionality
- high dimensional data
- locally linear embedding
- gene expression data
- gene selection
- dimensionality reduction
- feature extraction
- singular value decomposition
- gene expression
- variable selection
- biological data
- microarray data analysis
- data sets
- linear discriminant analysis
- principal component analysis
- feature space
- microarray datasets
- unsupervised learning
- small number of samples
- high throughput
- clustering algorithm
- small sample size
- cancer classification
- data analysis
- image segmentation
- gene sets