Reparameterized Stochastic Block Model Adaptive to Heterogeneous Degree and Block Distributions

Reparameterized Stochastic Block Model Adaptive to Heterogeneous Degree and Block Distributions

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 charact...

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Bibliographic Details
Main Authors: Yang Li, Hechang Chen, Bo Yang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Degree correction
model selection
structure discovery
stochastic block model
Online Access:https://ieeexplore.ieee.org/document/8404043/

Internet

https://ieeexplore.ieee.org/document/8404043/

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