Publication Date:
2011-06-23
Description:
Author(s): Ioannis Psorakis, Stephen Roberts, Mark Ebden, and Ben Sheldon Identifying overlapping communities in networks is a challenging task. In this work we present a probabilistic approach to community detection that utilizes a Bayesian non-negative matrix factorization model to extract overlapping modules from a network. The scheme has the advantage of soft-partitio... [Phys. Rev. E 83, 066114] Published Wed Jun 22, 2011
Keywords:
Interdisciplinary physics
Print ISSN:
1539-3755
Electronic ISSN:
1550-2376
Topics:
Physics