Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks.
Seiya ImotoTomoyuki HiguchiTakao GotoKousuke TashiroSatoru KuharaSatoru MiyanoPublished in: J. Bioinform. Comput. Biol. (2004)
Keyphrases
- gene networks
- biological knowledge
- gene regulatory networks
- gene expression data
- bayesian networks
- microarray
- structure learning
- high throughput
- gene expression
- microarray data
- dynamic bayesian networks
- systems biology
- reverse engineering
- biological data
- network model
- graphical models
- biological processes
- high dimensionality
- gene selection
- gene expression profiles
- biological networks
- bayesian inference
- high dimensional
- protein protein interactions
- molecular biology
- microarray datasets
- probabilistic model
- gene ontology
- neural network
- conditional independence
- statistical analysis
- markov networks
- data sets