activity
20182023
most citedFast and scalable likelihood maximization for Exponential Random Graph Models with local constraints

51 citations · 131 across the 7 of their papers we have counts for

collaborators

7 papers

cs.SI2023★ 6 cited

Inferring comparative advantage via entropy maximization

Matteo Bruno, Dario Mazzilli, Aurelio Patelli +2

We revise the procedure proposed by Balassa to infer comparative advantage, which is a standard tool, in Economics, to analyze specialization (of countries, regions, etc.). Balassa…

physics.soc-ph2022

Urban Economic Fitness and Complexity from Patent Data

Matteo Straccamore, Matteo Bruno, Bernardo Monechi +1

Over the years, the growing availability of extensive datasets about registered patents allowed researchers to better understand technological innovation drivers. In this work, we…

cs.SI2021★ 39 cited

Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election

Matteo Bruno, Renaud Lambiotte, Fabio Saracco

Online Social Networks represent a novel opportunity for political campaigns, revolutionising the paradigm of political communication. Nevertheless, many studies uncovered the pres…

physics.data-an2021★ 51 cited

Fast and scalable likelihood maximization for Exponential Random Graph Models with local constraints

Nicolò Vallarano, Matteo Bruno, Emiliano Marchese +5

Exponential Random Graph Models (ERGMs) have gained increasing popularity over the years. Rooted into statistical physics, the ERGMs framework has been successfully employed for re…

physics.soc-ph2020★ 23 cited

The ambiguity of nestedness under soft and hard constraints

Matteo Bruno, Fabio Saracco, Diego Garlaschelli +2

Many real networks feature the property of nestedness, i.e. the neighbours of nodes with a few connections are hierarchically nested within the neighbours of nodes with more connec…

physics.soc-ph2019★ 2 cited

Community Detection in the Hyperbolic Space

Matteo Bruno, Sandro Ferreira Sousa, Furkan Gursoy +4

Embedding a network in hyperbolic space can reveal interesting features for the network structure, especially in terms of self-similar characteristics. The hidden metric space, whi…

physics.soc-ph2018★ 10 cited

Colombian export capabilities: building the firms-products network

Matteo Bruno, Fabio Saracco, Tiziano Squartini +1

In this paper we analyse the bipartite Colombian firms-products network, throughout a period of five years, from 2010 to 2014. Our analysis depicts a strongly modular system, with…