1 code implementation • 21 Jan 2016 • Biaobin Jiang, Kyle Kloster, David F. Gleich, Michael Gribskov
Diffusion-based network models are widely used for protein function prediction using protein network data and have been shown to outperform neighborhood- and module-based methods.
Molecular Networks Social and Information Networks 92-08
no code implementations • 1 Mar 2015 • Kyle Kloster, David F. Gleich
We study the behavior of network diffusions based on the PageRank random walk from a set of seed nodes.
Social and Information Networks 91D30 (Primary) I.5.3; G.1.3; F.2.2
1 code implementation • 13 Mar 2014 • Kyle Kloster, David F. Gleich
On a real-world community identification task, the heat kernel communities perform better than those from the PageRank diffusion.
Social and Information Networks Data Structures and Algorithms Physics and Society 91D30 (Primary) I.5.3
