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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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Uloženo v:
Hlavní autoři: Clément Mantoux, Baptiste Couvy-Duchesne, Federica Cacciamani, Stéphane Epelbaum, Stanley Durrleman, Stéphanie Allassonnière
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2021-04-01
Edice:Entropy
Témata:
network modeling
network variability
Stiefel manifold
MCMC-SAEM
data imputation
On-line přístup:https://www.mdpi.com/1099-4300/23/4/490
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