Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data.
Francesco C. StingoMarina VannucciPublished in: Bioinform. (2011)
Keyphrases
- discriminant analysis
- markov random field
- variable selection
- microarray data
- microarray analysis
- maximum a posteriori
- cluster analysis
- microarray
- graph cuts
- high dimensional
- gene selection
- pairwise
- cross validation
- feature selection
- energy function
- parameter estimation
- gene expression
- data analysis
- face recognition
- data sets
- maximum likelihood
- belief propagation
- higher order
- linear discriminant analysis
- feature extraction
- random fields
- image segmentation
- principal component analysis
- gene expression data