2.5k citations · 6.4k across the 80 of their papers we have counts for
90 papers
An informational approach to uncover the age group interactions in epidemic spreading from macro analysis
Tiago Martinelli, Alberto Aleta, Francisco A. Rodrigues +1
We investigate the use of transfer entropy (TE) as a proxy to detect the contact patterns of the population in epidemic processes. We first apply the measure to a classical age-str…
On the effect of memory on the Prisoner's Dilemma game in correlated networks
Nastaran Lotfi, Francisco A. Rodrigues
Game theory is fundamental to understanding cooperation between agents. Mainly, the Prisoner's Dilemma is a well-known model that has been extensively studied in complex networks.…
Comparison of theoretical approaches for epidemic processes with waning immunity in complex networks
José Carlos M. Silva, Diogo H. Silva, Francisco A. Rodrigues +1
The role of waning immunity in basic epidemic models on networks has been undervalued while being noticeable fundamental for real epidemic outbreaks. One central question is which…
Shaking the causal tree: On the faithfulness and minimality assumptions beyond pairwise interactions
Tiago Martinelli, Diogo O. Soares-Pinto, Francisco A. Rodrigues
Built upon the concept of causal faithfulness, the so-called causal discovery algorithms propose the breakdown of mutual information (MI) and conditional mutual information (CMI) i…
Epidemic spreading in populations of mobile agents with adaptive behavioral response
Paulo Cesar Ventura, Alberto Aleta, Francisco A. Rodrigues +1
Despite the advanced stage of epidemic modeling, there is a major demand for methods to incorporate behavioral responses to the spread of a disease such as social distancing and ad…
The rise and fall of countries in the global value chains
Luiz G. A. Alves, Giuseppe Mangioni, Francisco A. Rodrigues +2
Countries participate in global value chains by engaging in backward and forward transactions connecting multiple geographically dispersed production stages. Inspired by network th…