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20222024
most citedMeasuring hierarchically-organized interactions in dynamic networks through spectral entropy rates: theory, estimation, and illustrative application to physiological networks

3 citations · 6 across the 5 of their papers we have counts for

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physics.data-an2024

Partial information decomposition for mixed discrete and continuous random variables

Chiara Barà, Yuri Antonacci, Marta Iovino +2

The framework of Partial Information Decomposition (PID) unveils complex nonlinear interactions in network systems by dissecting the mutual information (MI) between a target variab…

physics.data-an2024★ 1 cited

Disentangling high order effects in the transfer entropy

Sebastiano Stramaglia, Luca Faes, Jesus M. Cortes +1

Transfer Entropy (TE), the primary method for determining directed information flow within a network system, can exhibit bias - either in deficiency or excess - during both pairwis…