Community detection as an inference problem
Community detection as an inference problem
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DOI：
10.1103/physreve.74.035102
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发表时间：
2006-09-01
影响因子：
2.4
通讯作者：
Hastings, M. B.
中科院分区：
文献类型：
--
作者：
Hastings, M. B.
我们表示社区检测作为一个推理问题，确定最可能的安排社区。然后，我们将信念传播和平均场理论，这个问题，并表明，这将导致快速，准确的社区检测算法。
We express community detection as an inference problem of determining the most likely arrangement of communities. We then apply belief propagation and mean-field theory to this problem, and show that this leads to fast, accurate algorithms for community detection.