429 citations · 1.6k across the 57 of their papers we have counts for
58 papers
Characterisation of neonatal cardiac dynamics using ordinal partition network
Laurita dos Santos, Débora Corrêa, David Walker +3
The maturation of the autonomic nervous system (ANS) starts in the gestation period and it is completed after birth in a variable time, reaching its peak in adulthood. However, the…
Consistency capacity of reservoir computers
Thomas Jüngling, Thomas Lymburn, Michael Small
We study the propagation and distribution of information-carrying signals injected in dynamical systems serving as a reservoir computers. A multivariate correlation analysis in tai…
Navigating differential structures in complex networks
Leonardo L. Portes, Michael Small
Structural changes in a network representation of a system (e.g.,different experimental conditions, time evolution), can provide insight on its organization, function and on how it…
Modelling remote epidemic transmission in Western Australia and implications for pandemic response
Michael Small, Orlando Porras, Michael Little +2
We develop an agent-based model of disease transmission in remote communities in Western Australia. Despite extreme isolation, we show that the movement of people amongst a large n…
Modelling strong control measures for epidemic propagation with networks -- A COVID-19 case study
Michael Small, David Cavanagh
We show that precise knowledge of epidemic transmission parameters is not required to build an informative model of the spread of disease. We propose a detailed model of the topolo…
A novel metric for community detection
Ke-ke Shang, Michael Small, Yan Wang +2
Research into detection of dense communities has recently attracted increasing attention within network science, various metrics for detection of such communities have been propose…