Search Results for author: Nicolò Ruggeri

Found 3 papers, 3 papers with code

Hypergraphs with node attributes: structure and inference

1 code implementation7 Nov 2023 Anna Badalyan, Nicolò Ruggeri, Caterina De Bacco

Many networked datasets with units interacting in groups of two or more, encoded with hypergraphs, are accompanied by extra information about nodes, such as the role of an individual in a workplace.

Community Detection Hyperedge Prediction

Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures

2 code implementations10 Mar 2020 Nicolò Ruggeri, Caterina De Bacco

On the other hand, to demonstrate more broadly how sampling can impact the estimation of relevant network properties like centrality measures different than the one aimed at optimizing, community structure and node attribute distribution.

Social and Information Networks Data Analysis, Statistics and Probability Physics and Society

Sampling on networks: estimating eigenvector centrality on incomplete graphs

2 code implementations1 Aug 2019 Nicolò Ruggeri, Caterina De Bacco

We develop a new sampling method to estimate eigenvector centrality on incomplete networks.

Social and Information Networks Data Analysis, Statistics and Probability Physics and Society

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