Integrative inference of gene-regulatory networks in Escherichia coli using information theoretic concepts and sequence analysis.
Christoph KaletaAnna-Katharina GöhlerStefan SchusterKnut JahreisReinhard GuthkeSwetlana NikolajewaPublished in: BMC Syst. Biol. (2010)
Keyphrases
- gene regulatory networks
- regulatory networks
- computational biology
- dynamic bayesian networks
- metabolic pathways
- bayesian inference
- saccharomyces cerevisiae
- gene expression data
- systems biology
- reverse engineering
- network model
- protein sequences
- biological data
- motif discovery
- bayesian networks
- gene expression
- structure learning
- molecular biology
- particle filtering
- biological networks
- microarray
- artificial intelligence
- machine learning
- transcription factors
- data sets
- natural language processing
- knowledge discovery
- sequence data
- probabilistic model
- high dimensional
- statistical analysis
- database systems