Hierarchical structure and the prediction of missing links in networks

Aaron Clauset, Cristopher Moore, M. E. J. Newman

Networks have in recent years emerged as an invaluable tool for describing and quantifying complex systems in many branches of science. Recent studies suggest that networks often e…