Avoiding Spurious Feedback Loops in the Reconstruction of Gene Regulatory Networks with Dynamic Bayesian Networks.

Marco Grzegorczyk Dirk Husmeier

Published in: PRIB (2009)

Keyphrases

dynamic bayesian networks
gene regulatory networks
feedback loops
bayesian networks
structure learning
particle filtering
approximate inference
reverse engineering
biological data
state variables
reinforcement learning
data analysis
graphical models
high throughput
gene expression data
bayesian inference