1 code implementation • 12 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.
2 code implementations • 15 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
2 code implementations • 20 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