Bayesian Inference of Gene Regulatory Networks Using Gene Expression Time Series Data.
Nicole RaddeLars KaderaliPublished in: BIRD (2007)
Keyphrases
- bayesian inference
- gene regulatory networks
- gene expression
- gene interactions
- gene regulation
- regulatory networks
- gene expression data
- microarray
- probabilistic model
- gene expression patterns
- biological processes
- gene networks
- prior information
- hyperparameters
- systems biology
- interaction networks
- biological networks
- microarray data
- markov networks
- particle filter
- saccharomyces cerevisiae
- high dimensional
- data analysis
- reverse engineering
- text mining
- dna microarray
- pairwise
- state space
- graphical models
- gene expression profiles
- high throughput