We propose novel metrics based on the Kolmogorov complexity for use in complex system behavior studies and time series analysis. We consider the origins of the Kolmogorov complexity and discuss its physical meaning. To get better insights into the nature of complex systems and time series analysis we introduce three novel measures based on the Kolmogorov complexity: (i) the Kolmogorov complexity spectrum, (ii) the Kolmogorov complexity spectrum highest value and (iii) the overall Kolmogorov complexity. The characteristics of these measures have been tested using a generalized logistic equation. Finally, the proposed measures have been applied to different time series originating from: a model output (the biochemical substance exchange in a multi-cell system), four different geophysical phenomena (dynamics of: river flow, long term precipitation, indoor 222 Rn concentration and UV radiation dose) and the economy (stock price dynamics). The results obtained offer deeper insights into the complexity of system dynamics and time series analysis with the proposed complexity measures.
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October 2, 2014
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Open AccessRaman modes in transferred bilayer CVD grapheneOctober 2, 2014
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October 9, 2014
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October 9, 2014
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Open AccessApplication of Metal-Oxide-Semiconductor structures containing silicon nanocrystals in radiation dosimetryNovember 3, 2014
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Open AccessTopography, mechanical and tribological properties of nanocomposite carbon-palladium filmsNovember 3, 2014
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November 3, 2014
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October 28, 2014
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Open AccessKantowski-Sachs Cosmological model with quark and strange quark matter in f(R) theory of gravityNovember 3, 2014
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November 3, 2014
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Open AccessSingle state feedback stabilization of unified chaotic systems and circuit implementationNovember 11, 2014
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Open AccessEnvironmental dependence of stellar velocity dispersion in the Main galaxy sample of SDSS DR10November 11, 2014
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Open AccessSources of inertia in an expanding universeJanuary 9, 2015
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Open AccessHigh temperature and pressure effects on the elastic properties of B2 intermetallics AgREFebruary 2, 2015
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Open AccessPulse Propagation in a Non-Linear MediumFebruary 5, 2015
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February 4, 2015
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February 17, 2015
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Open AccessResponse of a fractional nonlinear system to harmonic excitation by the averaging methodFebruary 16, 2015
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February 27, 2015
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March 4, 2015
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Open AccessEffects of phase shift on bipartite and multipartite correlations of a spin chain under dephasingApril 28, 2015
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Open AccessPainlevé analysis and exact solutions of bosonized N = 1 supersymmetric Burgers equationMay 22, 2015
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July 23, 2015
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August 4, 2015
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August 5, 2015
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Open AccessThermodynamic properties of semiconductor compounds studied based on Debye-Waller factorsAugust 6, 2015
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August 7, 2015
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September 23, 2015
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Open AccessAge-density relation of Main galaxies at fixed parameters or for different galaxy familiesSeptember 29, 2015
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October 26, 2015
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Open AccessStudy of Grodzins product (E(2+1) * B(E2)↑) in the framework of the Asymmetric Rotor ModelNovember 11, 2015
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November 23, 2015
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November 25, 2015
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November 26, 2015
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November 30, 2015
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Open AccessPeristaltic transport of a fractional Burgers’ fluid with variable viscosity through an inclined tubeDecember 15, 2015
- Topical Issue on Recent Developments in Applied and Engineering Mathematics
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Open AccessOn integral equations with Weakly Singular kernel by using Taylor series and Legendre polynomialsNovember 10, 2015
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November 24, 2015
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December 4, 2015
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December 16, 2015
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Open AccessOscillation of fractional order functional differential equations with nonlinear dampingDecember 31, 2015
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Open AccessErlang Strength Model for Exponential EffectsDecember 31, 2015
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December 31, 2015
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December 31, 2015
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December 31, 2015
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December 31, 2015
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December 31, 2015
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December 31, 2015