Clustering Implies Geometry in Networks.

@article{Krioukov2016ClusteringIG,
  title={Clustering Implies Geometry in Networks.},
  author={Dmitri Krioukov},
  journal={Physical review letters},
  year={2016},
  volume={116 20},
  pages={208302}
}
Network models with latent geometry have been used successfully in many applications in network science and other disciplines, yet it is usually impossible to tell if a given real network is geometric, meaning if it is a typical element in an ensemble of random geometric graphs. Here we identify structural properties of networks that guarantee that random… CONTINUE READING