Application of new probabilistic graphical models in the genetic regulatory networks studies

Junbai Wang, Leo Wang-Kit Cheung, Jan Delabie

This paper introduces two new probabilistic graphical models for reconstruction of genetic regulatory networks using DNA microarray data. One is an Independence Graph (IG) model wi…