Simultaneous inference of biological networks of multiple species from genome-wide data and evolutionary information: a semi-supervised approach

摘要

Motivation: The existing supervised methods for biological network inference work on each of the networks individually based only on intra-species information such as gene expression data. We believe that it will be more effective to use genomic data and cross-species evolutionary information from different species simultaneously, rather than to use the genomic data alone.