Search Results for author: Martina Contisciani

Found 3 papers, 3 papers with code

Inference of hyperedges and overlapping communities in hypergraphs

1 code implementation12 Apr 2022 Martina Contisciani, Federico Battiston, Caterina De Bacco

Hypergraphs, encoding structured interactions among any number of system units, have recently proven a successful tool to describe many real-world biological and social networks.

Hyperedge Prediction

Generative model for reciprocity and community detection in networks

2 code implementations15 Dec 2020 Hadiseh Safdari, Martina Contisciani, Caterina De Bacco

Inference is performed using an efficient expectation-maximization algorithm that exploits the sparsity of the network, leading to an efficient and scalable implementation.

Community Detection Social and Information Networks Physics and Society

Community detection with node attributes in multilayer networks

2 code implementations20 Apr 2020 Martina Contisciani, Eleanor Power, Caterina De Bacco

Here we develop a method that incorporates both the topology of interactions and node attributes to extract communities in multilayer networks.

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

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