239 citations · 966 across the 15 of their papers we have counts for
17 papers
LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies
Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro +3
Temporal (or time-evolving) networks are commonly used to model complex systems and the evolution of their components throughout time. Although these networks can be analyzed by di…
Sampling of Temporal Networks: Methods and Biases
Luis E C Rocha, Naoki Masuda, Petter Holme
Temporal networks have been increasingly used to model a diversity of systems that evolve in time; for example human contact structures over which dynamic processes such as epidemi…
Impact of misinformation in temporal network epidemiology
Petter Holme, Luis E C Rocha
We investigate the impact of misinformation about the contact structure on the ability to predict disease outbreaks. We base our study on 31 empirical temporal networks and tune th…
Modeling contact networks of patients and MRSA spread in Swedish hospitals
Luis E C Rocha, Vikramjit Singh, Markus Esch +4
Methicillin-resistant Staphylococcus aureus (MRSA) is a difficult-to-treat infection that only in the European Union affects about 150,000 patients and causes extra costs of 380 mi…
Dynamics of Air Transport Networks: A Review from a Complex Systems Perspective
Luis Enrique Correa Rocha
Air transport systems are highly dynamic at temporal scales from minutes to years. This dynamic behavior not only characterizes the evolution of the system but also affect the syst…
Individual-based approach to epidemic processes on arbitrary dynamic contact networks
Luis E C Rocha, Naoki Masuda
The dynamics of contact networks and epidemics of infectious diseases often occur on comparable time scales. Ignoring one of these time scales may provide an incomplete understandi…