Communities, clustering phase transitions, and hysteresis: pitfalls in constructing network ensembles.

Abstract

Ensembles of networks are used as null models in many applications. However, simple null models often show much less clustering than their real-world counterparts. In this paper, we study a "biased rewiring model" where clustering is enhanced by means of a fugacity as in the Strauss (or "triangle") model, but where the number of links attached to each node… (More)

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