A Full Bayesian Approach to Sparse Network Inference Using Heterogeneous Datasets
A Full Bayesian Approach to Sparse Network Inference Using Heterogeneous Datasets
Network inference has been attracting increasing attention in several fields, notably systems biology and biomedicine. Indeed, one of our biggest challenges is to uncover and understand complex molecular networks behind cells and organisms. A network is mainly characterized by its topology and internal dynamics. In particular, sparse topologies with stable …