GenRate: A Generative Model That Finds and Scores New Genes and Exons in Genomic Microarray Data.
Brendan J. FreyQuaid MorrisWen ZhangNaveed MohammadTimothy R. HughesPublished in: Pacific Symposium on Biocomputing (2005)
Keyphrases
- generative model
- microarray data
- microarray technology
- microarray
- high throughput
- gene expression
- gene expression data
- gene selection
- probabilistic model
- differentially expressed genes
- microarray gene expression data
- microarray data analysis
- genomic data
- informative genes
- data sets
- feature selection
- gene networks
- microarray datasets
- high dimensional
- biological data
- alternative splicing
- gene expression patterns
- em algorithm
- cluster analysis
- gene sets
- biologically meaningful
- sequence data
- small number of samples
- semi supervised
- cancer classification
- dna microarray data
- dna microarray
- saccharomyces cerevisiae
- image processing
- gene clusters
- molecular biology
- biologically relevant
- gene expression profiles
- gene ontology
- high dimensionality
- prior knowledge
- systems biology
- feature space
- bayesian networks
- clustering algorithm
- data mining