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Scientific Reports· 2019Q1

From Louvain to Leiden: guaranteeing well-connected communities

V. A. Traag, L. Waltman, Nees Jan van Eck

Short summary

The popular Louvain algorithm for network community detection can produce disconnected communities, with up to 16% disconnected in experiments; the new Leiden algorithm guarantees connected communities and converges to optimal partitions.

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Field: Statistical and Nonlinear Physics

Statistical and Nonlinear PhysicsPhysics and Astronomy