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Physics Letters A
Article . 2024 . Peer-reviewed
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Article . 2024
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https://doi.org/10.2139/ssrn.4...
Article . 2023 . Peer-reviewed
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Estimating Kolmogorov–Sinai Entropy from Time Series of High-Dimensional Complex Systems

Estimating Kolmogorov-Sinai entropy from time series of high-dimensional complex systems
descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2023Publisher:Elsevier BVJournal:Physics Letters A, volume 510, page 129,531 (issn: 0375-9601, Copyright policy )
Authors: Kota Shiozawa; Isao T. Tokuda;

doi: 10.2139/ssrn.4638612 , 10.1016/j.physleta.2024.129531

Estimating Kolmogorov–Sinai Entropy from Time Series of High-Dimensional Complex Systems

Abstract

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Keywords

partitioned entropy, high-dimensional system, KS entropy, Computational methods for ergodic theory (approximation of invariant measures, computation of Lyapunov exponents, entropy, etc.), Time series analysis of dynamical systems, time series, complexity, Lyapunov exponent

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    popularity
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Top 10%
Average
Top 10%
hybrid