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The properties of complex networks derived from applying a compression algorithm to time series subject to symbolic ordinal-based encoding is explored. The information content of compression codewords can be used to detect forbidden symbolic patterns indicative of nonlinear determinism. The connectivity structure of ordinal-based compression networks summarized by their minimal cycle basis structure can also be used in tests for nonlinear determinism, in particular, detection of time irreversibility in a signal.
|Journal||International Journal of Bifurcation and Chaos|
|Publication status||Published - 15 Dec 2018|
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- 1 Finished
Quantifying complexity and measuring structure within complex systems
1/01/14 → 31/12/16