Reparameterized Stochastic Block Model Adaptive to Heterogeneous Degree and Block Distributions.

IEEE Access, (2018): 37615-37626

Cited by: 0|Views14
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Abstract:

The stochastic block model (SBM) has recently gained popularity in network-oriented structure discovery and analysis, and demonstrated great superiority in the aspects of modeling flexibility, mining accuracy, and application simplicity. However, the existing SBMs are lack of adaptability in characterizing various kinds of distributions o...More

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