Probabilistic inference and ranking of gene regulatory pathways as a shortest-path problem.
James D. JensenDaniel M. JensenMark J. ClementQuinn O. SnellPublished in: BMC Bioinform. (2013)
Keyphrases
- probabilistic inference
- shortest path problem
- gene regulatory
- shortest path
- graphical models
- gene regulatory networks
- bayesian networks
- conditional probabilities
- approximate inference
- directed graph
- belief networks
- message passing
- multiple objectives
- combinatorial optimization problems
- systems biology
- directed acyclic graph
- regulatory networks
- network model
- microarray
- probabilistic model