Overlapping community detection using Bayesian non-negative matrix factorization.

By Ioannis Psorakis, Stephen J. Roberts, Mark Ebden, Ben C. Sheldon. Physical review. E, Statistical, nonlinear, and soft matter physics, 2011

409 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistical and Nonlinear Physics

View Paper: https://www.semanticscholar.org/paper/55052875e932c5453e401792d1679686c04ab56f

How researchers see this paper

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In Artificial Intelligence

1. Boleslaw K. Szymanski
2. Jierui Xie

In Statistical and Nonlinear Physics

1. Boleslaw K. Szymanski
2. Jierui Xie
3. Darko Hric
4. Santo Fortunato

Citations in the corpus

• Towards Linear Time Overlapping Community Detection in Social Networks (2012, methodology): “4, high-ranking (with high NMI) algorithms such as SLPA, GCE and NMF typically yield a unimodal distribution with a peak at CS = 20 fitting well with the ground truth distribution.”