Limiting search space in Bayesian network using GGM

In this paper, we describe a modified greedy search method for selecting the highest Bayesian score. Particularly, our method uses GGM to limit the searching space based on the partial correlation value. We demonstrate that our method achieved comparable results with classical method and saved ~50% of computational time. The modified greedy search method can be widely used for efficient network inference in systems biology.