1.5k citations · 8.2k across the 77 of their papers we have counts for
77 papers
Lyapunov Exponents for Temporal Networks
Annalisa Caligiuri, Victor M. Eguiluz, Leonardo di Gaetano +2
By interpreting a temporal network as a trajectory of a latent graph dynamical system, we introduce the concept of dynamical instability of a temporal network, and construct a meas…
Correlations of network trajectories
Lucas Lacasa, Jorge P. Rodriguez, Victor M. Eguiluz
Temporal networks model how the interaction between elements in a complex system evolve over time. Just like complex systems display collective dynamics, here we interpret temporal…
Extinction-induced community reorganization in bipartite networks
Somaye Sheykhali, Juan Fernández-Gracia, Anna Traveset +1
We study how the community structure of bipartite mutualistic networks changes in a dynamic context. First, we consider a real mutualistic network and introduce extinction events a…
Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning
Rise Ooi, Chao-Han Huck Yang, Pin-Yu Chen +5
Networks are fundamental building blocks for representing data, and computations. Remarkable progress in learning in structurally defined (shallow or deep) networks has recently be…
Particle velocity controls phase transitions in contagion dynamics
Jorge P. Rodríguez, Fakhteh Ghanbarnejad, Víctor M. Eguíluz
Interactions often require the proximity between particles. The movement of particles, thus, drives the change of the neighbors which are located in their proximity, leading to a s…
Learning Functions in Large Networks requires Modularity and produces Multi-Agent Dynamics
C. H. Huck Yang, Rise Ooi, Tom Hiscock +2
Networks are abundant in biological systems. Small sized over-represented network motifs have been discovered, and it has been suggested that these constitute functional building b…