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20242026
most citedA feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series

3 citations · 4 across the 7 of their papers we have counts for

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Showing 2024 · physics.data-anShow all

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physics.data-an2024

Parameter inference from a non-stationary unknown process

Kieran S. Owens, Ben D. Fulcher

Non-stationary systems are found throughout the world, from climate patterns under the influence of variation in carbon dioxide concentration, to brain dynamics driven by ascending…

physics.data-an2024★ 3 cited

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…