Hierarchical structure and the prediction of missing links in networks

@article{Clauset2008HierarchicalSA,
  title={Hierarchical structure and the prediction of missing links in networks},
  author={Aaron Clauset and Cristopher Moore and Micaleah Newman},
  journal={Nature},
  year={2008},
  volume={453},
  pages={98-101}
}
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 exhibit hierarchical organization, in which vertices divide into groups that further subdivide into groups of groups, and so forth over multiple scales. In many cases the groups are found to correspond to known functional units, such as ecological niches in food webs, modules in biochemical networks (protein… CONTINUE READING
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