503 citations · 1.1k across the 19 of their papers we have counts for
22 papers
The distance backbone of complex networks
Tiago Simas, Rion Brattig Correia, Luis M. Rocha
Redundancy needs more precise characterization as it is a major factor in the evolution and robustness of networks of multivariate interactions. We investigate the complexity of su…
Effective connectivity determines the critical dynamics of biochemical networks
Santosh Manicka, Manuel Marques-Pita, Luis M. Rocha
Living systems operate in a critical dynamical regime -- between order and chaos -- where they are both resilient to perturbation, and flexible enough to evolve. To characterize su…
City-wide Analysis of Electronic Health Records Reveals Gender and Age Biases in the Administration of Known Drug-Drug Interactions
Rion Brattig Correia, Luciana P. de Araújo, Mauro M. Mattos +1
The occurrence of drug-drug-interactions (DDI) from multiple drug dispensations is a serious problem, both for individuals and health-care systems, since patients with complication…
Monitoring Potential Drug Interactions and Reactions via Network Analysis of Instagram User Timelines
Rion Brattig Correia, Lang Li, Luis M. Rocha
Much recent research aims to identify evidence for Drug-Drug Interactions (DDI) and Adverse Drug reactions (ADR) from the biomedical scientific literature. In addition to this "Bib…
Control of complex networks requires both structure and dynamics
Alexander J. Gates, Luis M. Rocha
The study of network structure has uncovered signatures of the organization of complex systems. However, there is also a need to understand how to control them; for example, identi…
Modularity and the spread of perturbations in complex dynamical systems
Artemy Kolchinsky, Alexander J. Gates, Luis M. Rocha
We propose a method to decompose dynamical systems based on the idea that modules constrain the spread of perturbations. We find partitions of system variables that maximize 'pertu…