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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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Detalles Bibliográficos
Autores principales: Mantoux, Clément, Couvy-Duchesne, Baptiste, Cacciamani, Federica, Epelbaum, Stéphane, Durrleman, Stanley, Allassonnière, Stéphanie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074266/
https://www.ncbi.nlm.nih.gov/pubmed/33924060
http://dx.doi.org/10.3390/e23040490