Rich probabilistic models for gene expression.
Eran SegalBenjamin TaskarAudrey P. GaschNir FriedmanDaphne KollerPublished in: ISMB (Supplement of Bioinformatics) (2001)
Keyphrases
- gene expression
- probabilistic model
- microarray
- gene expression data
- biological processes
- graphical models
- microarray data
- gene regulation
- gene expression patterns
- expectation maximization
- gene expression profiles
- binding sites
- regulatory networks
- biological networks
- differentially expressed genes
- gene expression data analysis
- functional genomics
- conditional random fields
- bayesian networks
- gene expression analysis
- drosophila melanogaster
- dna microarray
- gene selection
- bayesian inference
- high throughput
- microarray datasets
- transcription factors
- feature selection
- survival prediction