1.5k citations · 8.2k across the 77 of their papers we have counts for
6 papers · 1 filter
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…
Big data analyses reveal patterns and drivers of the movements of southern elephant seals
Jorge P. Rodríguez, Juan Fernández-Gracia, Michele Thums +10
The growing number of large databases of animal tracking provides an opportunity for analyses of movement patterns at the scales of populations and even species. We used analytical…
From continuous to discontinuous transitions in social diffusion
Paula Tuzón, Juan Fernández-Gracia, Víctor M. Eguíluz
Models of social diffusion reflect processes of how new products, ideas or behaviors are adopted in a population. These models typically lead to a continuous or a discontinuous pha…
Risk of coinfection outbreaks in temporal networks: a case study of a hospital contact network
Jorge P. Rodríguez, Fakhteh Ghanbarnejad, Víctor M. Eguíluz
We study the spreading of cooperative infections in an empirical temporal network of contacts between people, including health care workers and patients, in a hospital. The system…