27 citations · 70 across the 5 of their papers we have counts for
5 papers
Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships
Kyle Higham, Martina Contisciani, Caterina De Bacco
The use of patent citation networks as research tools is becoming increasingly commonplace in the field of innovation studies. However, these networks rarely consider the contexts…
Estimating Social Influence from Observational Data
Dhanya Sridhar, Caterina De Bacco, David Blei
We consider the problem of estimating social influence, the effect that a person's behavior has on the future behavior of their peers. The key challenge is that shared behavior bet…
Latent Network Models to Account for Noisy, Multiply-Reported Social Network Data
Caterina De Bacco, Martina Contisciani, Jonathan Cardoso-Silva +10
Social network data are often constructed by incorporating reports from multiple individuals. However, it is not obvious how to reconcile discordant responses from individuals. The…
Network extraction by routing optimization
Diego Baptista, Daniela Leite, Enrico Facca +2
Routing optimization is a relevant problem in many contexts. Solving directly this type of optimization problem is often computationally unfeasible. Recent studies suggest that one…
Rare events statistics of random walks on networks: localization and other dynamical phase transitions
Caterina De Bacco, Alberto Guggiola, Reimer Kühn +1
Rare event statistics for random walks on complex networks are investigated using the large deviations formalism. Within this formalism, rare events are realized as typical events…