Consensus clustering in complex networks

@inproceedings{Lancichinetti2012ConsensusCI,
  title={Consensus clustering in complex networks},
  author={Andrea Lancichinetti and Santo Fortunato},
  booktitle={Scientific reports},
  year={2012}
}
The community structure of complex networks reveals both their organization and hidden relationships among their constituents. Most community detection methods currently available are not deterministic, and their results typically depend on the specific random seeds, initial conditions and tie-break rules adopted for their execution. Consensus clustering is used in data analysis to generate stable results out of a set of partitions delivered by stochastic methods. Here we show that consensus… CONTINUE READING
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