8 citations · 8 across the 4 of their papers we have counts for
5 papers
A temporal graph dissimilarity measure capturing epidemic spreading behavior
Salvatore Freni, Lorenzo Dall'Amico, Francesca Pistilli +3
Comparing temporal networks is a challenging problem in network analysis. Commonly adopted methods compare structural properties of temporal graphs and can be highly sensitive to t…
Modeling memory in time-respecting paths on temporal networks
Silvia Guerrini, Ciro Cattuto, Lorenzo Dall'Amico
Human close-range proximity interactions are the key determinant for spreading processes like knowledge diffusion, norm adoption, and infectious disease transmission. These dynamic…
Relationship between household attributes and contact patterns in urban and rural South Africa
Kausutua Tjikundi, Jackie Kleynhans, Stefano Tempia +4
Households play a crucial role in the propagation of infectious diseases due to the frequent and prolonged interactions that typically occur between their members. Recent studies h…
An embedding-based distance for temporal graphs
Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto
Temporal graphs are commonly used to represent time-resolved relations between entities in many natural and artificial systems. Many techniques were devised to investigate the evol…
Learning distributed representations with efficient SoftMax normalization
Lorenzo Dall'Amico, Enrico Maria Belliardo
Learning distributed representations, or embeddings, that encode the relational similarity patterns among objects is a relevant task in machine learning. A popular method to learn…