The Probabilistic Backbone of Data-Driven Complex Networks: An example in Climate

Catharina Graafland, José M. Gutiérrez, Juan M. López +2

Correlation Networks (CNs) inherently suffer from redundant information in their network topology. Bayesian Networks (BNs), on the other hand, include only non-redundant informatio…