Clustering Gene Expression Data with Kernel Principal Components.
Zhenqiu LiuDechang ChenHalima BensmailYing XuPublished in: J. Bioinform. Comput. Biol. (2005)
Keyphrases
- principal components
- clustering gene expression data
- kernel space
- principal component analysis
- kernel principal component analysis
- principal component regression
- gene expression data
- principal components analysis
- multivariate data
- feature space
- hyperplane
- dimensionality reduction
- kernel function
- kernel pca
- kernel methods
- feature set
- spectral data
- covariance matrix
- dimension reduction
- data sets
- support vector
- kernel matrix
- gene regulatory networks
- model selection
- support vector machine