Revision of the variational Bayesian method for uncovering genes regulatory network.
Manuel Sanchez-CastilloIsabel M. Tienda-LunaDavid Blanco-NavarroMaria Carmen Carrion PerezPublished in: GENSiPS (2011)
Keyphrases
- regulatory networks
- bayesian methods
- gene expression
- gene regulatory networks
- gene expression data
- saccharomyces cerevisiae
- genetic networks
- microarray
- microarray data
- model selection
- image segmentation
- bayesian framework
- gaussian processes
- biological data
- computational biology
- protein protein interactions
- machine learning methods
- reverse engineering
- systems biology
- hyperparameters
- motif discovery
- learning algorithm
- biological systems
- transcription factors
- binding sites
- network model
- cross validation
- machine learning
- biological networks
- text mining
- bayesian networks