Graph-Driven Feature Extraction From Microarray Data Using Diffusion Kernels and Kernel CCA.
Jean-Philippe VertMinoru KanehisaPublished in: NIPS (2002)
Keyphrases
- microarray data
- feature extraction
- feature selection
- microarray
- gene expression
- gene selection
- feature space
- diffusion process
- high dimensional
- gene expression data
- microarray data analysis
- cluster analysis
- kernel cca
- small number of samples
- data sets
- microarray gene expression data
- preprocessing
- differentially expressed genes
- gene clusters
- support vector
- feature vectors
- dimension reduction
- gene sets
- canonical correlation analysis
- graph mining
- image classification
- dimensionality reduction
- cancer classification
- diffusion equation
- face recognition
- kernel canonical correlation analysis
- similarity measure