Constrained Community-Based Gene Regulatory Network Inference.
Ferdinando FiorettoAgostino DovierEnrico PontelliPublished in: ACM Trans. Model. Comput. Simul. (2015)
Keyphrases
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- network model
- structure learning
- gene networks
- reverse engineering
- gene expression data
- exact inference
- graphical models
- metropolis hastings algorithm
- bayesian networks
- conditional random fields
- probabilistic inference
- biological data
- probabilistic model
- probabilistic graphical models
- approximate inference
- artificial intelligence
- neural network
- object tracking
- microarray
- state space
- prior knowledge
- high dimensional
- feature space
- data analysis