Search Results for author: Nicola Perra

Found 3 papers, 1 papers with code

Modeling Teams Performance Using Deep Representational Learning on Graphs

no code implementations29 Jun 2022 Francesco Carli, Pietro Foini, Nicolò Gozzi, Nicola Perra, Rossano Schifanella

The large majority of human activities require collaborations within and across formal or informal teams.

Finding Patient Zero: Learning Contagion Source with Graph Neural Networks

no code implementations21 Jun 2020 Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu

% We observe that GNNs can identify P0 close to the theoretical bound on accuracy, without explicit input of dynamics or its parameters.

Towards a data-driven characterization of behavioral changes induced by the seasonal flu

1 code implementation3 Feb 2020 Nicolò Gozzi, Daniela Perrotta, Daniela Paolotti, Nicola Perra

We describe each response with a set of features and divide them in three target categories.

Physics and Society Social and Information Networks

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