442 citations · 622 across the 11 of their papers we have counts for
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cs.AI2016
Inferring Coupling of Distributed Dynamical Systems via Transfer Entropy
Oliver M. Cliff, Mikhail Prokopenko, Robert Fitch
In this work, we are interested in structure learning for a set of spatially distributed dynamical systems, where individual subsystems are coupled via latent variables and observe…
cs.LG2016★ 12 cited
An Information Criterion for Inferring Coupling in Distributed Dynamical Systems
Oliver M. Cliff, Mikhail Prokopenko, Robert Fitch
The behaviour of many real-world phenomena can be modelled by nonlinear dynamical systems whereby a latent system state is observed through a filter. We are interested in interacti…