Network Mapping by Replaying Hyperbolic Growth

@article{Papadopoulos2015NetworkMB,
  title={Network Mapping by Replaying Hyperbolic Growth},
  author={Fragkiskos Papadopoulos and Constantinos Psomas and Dmitri V. Krioukov},
  journal={IEEE/ACM Transactions on Networking},
  year={2015},
  volume={23},
  pages={198-211}
}
Recent years have shown a promising progress in understanding geometric underpinnings behind the structure, function, and dynamics of many complex networks in nature and society. However, these promises cannot be readily fulfilled and lead to important practical applications, without a simple, reliable, and fast network mapping method to infer the latent geometric coordinates of nodes in a real network. Here, we present HyperMap, a simple method to map a given real network to its hyperbolic… CONTINUE READING
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