Reverse engineering of the transcriptional subnetwork in the yeast cell cycle pathway using Dynamic Bayesian Networks and evolutionary search.
Maryam SalehiPaul G. YoungParvin MousaviPublished in: CIBCB (2008)
Keyphrases
- gene regulatory networks
- evolutionary search
- regulatory networks
- reverse engineering
- dynamic bayesian networks
- biological networks
- evolutionary algorithm
- gene regulation
- systems biology
- fitness function
- bayesian networks
- software engineering
- gene networks
- feature selection
- approximate inference
- object oriented
- particle filtering
- structure learning
- state variables
- search space
- gene expression
- belief propagation
- graphical models
- probability distribution