GenRate: A Generative Model that Reveals Novel Transcripts in Genome-Tiling Microarray Data.
Brendan J. FreyQuaid MorrisTimothy R. HughesPublished in: J. Comput. Biol. (2006)
Keyphrases
- generative model
- microarray data
- microarray technology
- gene sets
- microarray
- gene expression
- probabilistic model
- gene expression levels
- regulatory networks
- gene selection
- data sets
- feature selection
- gene expression data
- high dimensional
- em algorithm
- biological data
- cluster analysis
- prior knowledge
- small number of samples
- expectation maximization
- microarray data analysis
- semi supervised
- microarray datasets
- sequence data
- cancer classification
- gene expression profiles
- high throughput
- latent dirichlet allocation
- gene expression analysis
- topic models
- knowledge discovery
- maximum likelihood
- high dimensionality
- bayesian networks
- gene clusters
- image processing