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Persistent homology of unweighted complex networks via discrete Morse theory

Topological data analysis can reveal higher-order structure beyond pairwise connections between vertices in complex networks. We present a new method based on discrete Morse theory to study topological properties of unweighted and undirected networks using persistent homology. Leveraging on the feat...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Kannan, Harish, Saucan, Emil, Roy, Indrava, Samal, Areejit
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6761140/
https://ncbi.nlm.nih.gov/pubmed/31554857
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-50202-3
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