Bayesian Approach to Network Modularity

    Physical Review Letters, Volume 100, Issue 25, 2008.

    Cited by: 288|Bibtex|Views17|Links
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    Keywords:
    model selectionspin glasscoupling constantbayesian approachpotts modelMore(8+)

    Abstract:

    We present an efficient, principled, and interpretable technique for inferring module assignments and for identifying the optimal number of modules in a given network. We show how several existing methods for finding modules can be described as variant, special, or limiting cases of our work, and how the method overcomes the resolution li...More

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