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Understanding the Variability in Graph Data Sets through Statistical Modeling on the Stiefel Manifold

Network analysis provides a rich framework to model complex phenomena, such as human brain connectivity. It has proven efficient to understand their natural properties and design predictive models. In this paper, we study the variability within groups of networks, i.e., the structure of connection s...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Mantoux, Clément, Couvy-Duchesne, Baptiste, Cacciamani, Federica, Epelbaum, Stéphane, Durrleman, Stanley, Allassonnière, Stéphanie
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8074266/
https://ncbi.nlm.nih.gov/pubmed/33924060
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23040490
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