98 citations · 159 across the 6 of their papers we have counts for
6 papers · 1 filter
Unveiling the higher-order organization of multivariate time series
Andrea Santoro, Federico Battiston, Giovanni Petri +1
Time series analysis has proven to be a powerful method to characterize several phenomena in biology, neuroscience and economics, and to understand some of their underlying dynamic…
Optimising the mitigation of epidemic spreading through targeted adoption of contact tracing apps
Aleix Bassolas, Andrea Santoro, Sandro Sousa +2
The ongoing COVID-19 pandemic is the first epidemic in human history in which digital contact-tracing has been deployed at a global scale. Tracking and quarantining all the contact…
Optimal percolation in correlated multilayer networks with overlap
Andrea Santoro, Vincenzo Nicosia
Multilayer networks have been found to be prone to abrupt cascading failures under random and targeted attacks, but most of the targeting algorithms proposed so far have been mainl…
Simplex2Vec embeddings for community detection in simplicial complexes
Jacob Charles Wright Billings, Mirko Hu, Giulia Lerda +5
Topological representations are rapidly becoming a popular way to capture and encode higher-order interactions in complex systems. They have found applications in disciplines as di…
Algorithmic complexity of multiplex networks
Andrea Santoro, Vincenzo Nicosia
Multilayer networks preserve full information about the different interactions among the constituents of a complex system, and have recently proven quite useful in modelling transp…
Pareto optimality in multilayer network growth
Andrea Santoro, Vito Latora, Giuseppe Nicosia +1
We model the formation of multi-layer transportation networks as a multi-objective optimization process, where service providers compete for passengers, and the creation of routes…