416 citations · 543 across the 5 of their papers we have counts for
5 papers
A feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series
Aria Nguyen, Oscar McMullin, Joseph T. Lizier +1
Quantifying relationships between components of a complex system is critical to understanding the rich network of interactions that characterize the behavior of the system. Traditi…
On the information-theoretic formulation of network participation
Pavle Cajic, Dominic Agius, Oliver M. Cliff +3
The participation coefficient is a widely used metric of the diversity of a node's connections with respect to a modular partition of a network. An information-theoretic formulatio…
JIDT: An information-theoretic toolkit for studying the dynamics of complex systems
Joseph T. Lizier
Complex systems are increasingly being viewed as distributed information processing systems, particularly in the domains of computational neuroscience, bioinformatics and Artificia…
Information Transfer in Swarms with Leaders
Yu Sun, Louis F. Rossi, Chien-Chung Shen +5
Swarm dynamics is the study of collections of agents that interact with one another without central control. In natural systems, insects, birds, fish and other large mammals functi…
Identifying influential spreaders and efficiently estimating infection numbers in epidemic models: a walk counting approach
Frank Bauer, Joseph T. Lizier
We introduce a new method to efficiently approximate the number of infections resulting from a given initially-infected node in a network of susceptible individuals. Our approach i…