54 citations · 104 across the 11 of their papers we have counts for
12 papers
Driving Epidemic Models with AI Agents: the Epydemix Agent Framework
Nicolò Gozzi, Ciro Cattuto, Alessandro Vespignani
Artificial Intelligence agents based on large language models provide convenient natural language interfaces to scientific software, but reliability is not automatic. Here we intro…
Unequal changes in commuting patterns across socio-economic strata in response to pandemic restrictions
Cristiano Marinelli, Leo Ferres, Niccolò Comini +2
Commuting patterns are a central component of urban dynamics and many societal activities. Exogenous shocks, such as a pandemic, might drastically modify them inducing heterogeneou…
Controlling the spread of deception-based cyber-threats on time-varying networks
Nicolò Gozzi, Nicola Perra
We study the efficacy of strategies aimed at controlling the spread of deception-based cyber-threats unfolding on online social networks. We model directed and temporal interaction…
Bridging the Digital Divide: Mapping Internet Connectivity Evolution, Inequalities, and Resilience in six Brazilian Cities
Nicolò Gozzi, Niccolò Comini, Nicola Perra
We investigate the evolution of Internet speed and its implications for access to key digital services, as well as the resilience of the network during crises, focusing on six majo…
Resilience of mobility network to dynamic population response across COVID-19 interventions: evidences from Chile
Pasquale Casaburi, Lorenzo Dall'Amico, Nicolò Gozzi +6
The COVID19 pandemic highlighted the importance of non-traditional data sources, such as mobile phone data, to inform effective public health interventions and monitor adherence to…
Modeling Self-Propagating Malware with Epidemiological Models
Alesia Chernikova, Nicolò Gozzi, Simona Boboila +3
Self-propagating malware (SPM) has recently resulted in large financial losses and high social impact, with well-known campaigns such as WannaCry and Colonial Pipeline being able t…
Modeling Teams Performance Using Deep Representational Learning on Graphs
Francesco Carli, Pietro Foini, Nicolò Gozzi +2
The large majority of human activities require collaborations within and across formal or informal teams. Our understanding of how the collaborative efforts spent by teams relate t…
Cyber Network Resilience against Self-Propagating Malware Attacks
Alesia Chernikova, Nicolò Gozzi, Simona Boboila +6
Self-propagating malware (SPM) has led to huge financial losses, major data breaches, and widespread service disruptions in recent years. In this paper, we explore the problem of d…
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 Pandemic in Colombia, Ecuador, and El Salvador
Nicolò Gozzi, Niccolò Comini, Nicola Perra
Adherence to the non-pharmaceutical interventions (NPIs) put in place to mitigate the spreading of infectious diseases is a multifaceted problem. Socio-demographic, socio-economic,…
Self-initiated behavioural change and disease resurgence on activity-driven networks
Nicolò Gozzi, Martina Scudeler, Daniela Paolotti +2
We consider a population that experienced a first wave of infections, interrupted by strong, top-down, governmental restrictions and did not develop a significant immunity to preve…
Collective response to the media coverage of COVID-19 Pandemic on Reddit and Wikipedia
Nicolò Gozzi, Michele Tizzani, Michele Starnini +4
The exposure and consumption of information during epidemic outbreaks may alter risk perception, trigger behavioural changes, and ultimately affect the evolution of the disease. It…
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
Nicolò Gozzi, Daniela Perrotta, Daniela Paolotti +1
In this work, we aim to determine the main factors driving behavioral change during the seasonal flu. To this end, we analyze a unique dataset comprised of 599 surveys completed by…