SAGA: A hybrid search algorithm for Bayesian Network structure learning of transcriptional regulatory networks.
Emmanuel S. AdaborGeorge K. Acquaah-MensahFrancis T. OduroPublished in: J. Biomed. Informatics (2015)
Keyphrases
- regulatory networks
- bayesian network structure learning
- search algorithm
- structure learning
- gene expression
- gene regulatory networks
- hill climbing
- microarray
- gene expression data
- graph theoretic
- bayesian networks
- gene regulation
- computational biology
- microarray data
- biological data
- search space
- systems biology
- protein protein interactions
- conditional independence
- biological systems
- graphical models
- pairwise
- genetic networks
- data sets
- tabu search
- motif discovery
- feature selection
- machine learning