Abstract
With the growing availability of data from real systems in areas such as biology, sociology, physics, medicine and economy, a proportional expansion on the studies developed in complex networks allowed the rise of a number of techniques for analysis and prediction of real dynamic systems, as done in the fields of information propagation and epidemics in social networks. Alongside those de…