19 citations · 24 across the 3 of their papers we have counts for
3 papers
Linking Through Time: Memory-Enhanced Community Discovery in Temporal Networks
Giulio Virginio Clemente, Diego Garlaschelli
Temporal Networks, and more specifically, Markovian Temporal Networks, present a unique challenge regarding the community discovery task. The inherent dynamism of these systems req…
Temporal networks with node-specific memory: unbiased inference of transition probabilities, relaxation times and structural breaks
Giulio Virginio Clemente, Claudio J. Tessone, Diego Garlaschelli
One of the main challenges in the study of time-varying networks is the interplay of memory effects with structural heterogeneity. In particular, different nodes and dyads can have…
Fluctuating ecological networks: a synthesis of maximum-entropy approaches for pattern detection and process inference
Tancredi Caruso, Giulio Virginio Clemente, Matthias C Rillig +1
Ecological networks such as plant-pollinator systems and food webs vary in space and time. This variability includes fluctuations in global network properties such as total number…