Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decomposition.
Ferran ReverterEsteban VegasPedro SánchezPublished in: Genom. Proteom. Bioinform. (2010)
Keyphrases
- singular value decomposition
- gene expression profiles
- kernel principal component analysis
- principal component analysis
- low rank
- dimensionality reduction
- least squares
- gene expression
- latent semantic indexing
- discriminant analysis
- kernel pca
- gene expression data
- principal components
- text mining
- microarray
- feature space
- data mining
- knowledge discovery
- face recognition
- data sets
- data mining techniques
- high dimensional
- input space
- preprocessing
- kernel matrix
- feature extraction