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Characterizing the Analogy Between Hyperbolic Embedding and Community Structure of Complex Networks
2018
Physical Review Letters
We show that the community structure of a network can be used as a coarse version of its embedding in a hidden space with hyperbolic geometry. The finding emerges from a systematic analysis of several real-world and synthetic networks. We take advantage of the analogy for reinterpreting results originally obtained through network hyperbolic embedding in terms of community structure only. First, we show that the robustness of a multiplex network can be controlled by tuning the correlation
doi:10.1103/physrevlett.121.098301
pmid:30230906
fatcat:3wjnufzamrdgvfwwtgrxegvv4y