Simplex2Vec embeddings are used to compute and visualize community structures in simplicial complexes, with tests on synthetic data and applications to social and brain datasets showing benefits from higher-order interactions.
John Wiley & Sons, 2012
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Simplex2Vec embeddings for community detection in simplicial complexes
Simplex2Vec embeddings are used to compute and visualize community structures in simplicial complexes, with tests on synthetic data and applications to social and brain datasets showing benefits from higher-order interactions.