Community detection is treated as hypothesis testing with test statistics and canonical-ensemble null models that maximize entropy under chosen constraints.
Proceedings of the national academy of sciences , volume=
2 Pith papers cite this work. Polarity classification is still indexing.
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CluProp reframes varied-density clustering as deterministic label propagation over neighborhood graphs for improved robustness and scalability.
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Community Detection with the Canonical Ensemble
Community detection is treated as hypothesis testing with test statistics and canonical-ensemble null models that maximize entropy under chosen constraints.
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Towards Robust and Scalable Density-based Clustering via Graph Propagation
CluProp reframes varied-density clustering as deterministic label propagation over neighborhood graphs for improved robustness and scalability.