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Bandt-Pompe symbolization dynamics for time series with tied values: A data-driven approach
(American Institute of Physics, 2018-07)
In 2002, Bandt and Pompe [Phys. Rev. Lett. 88, 174102 (2002)] introduced a successfully symbolic encoding scheme based on the ordinal relation between the amplitude of neighboring values of a given data sequence, from which ...
Information quantifiers and unpredictability in the COVID-19 time-series data
(Centro de Investigaciones en Matemática Pura y Aplicada (CIMPA) y Escuela de Matemática, San José, Costa Rica., 2023)
Information quantifiers and unpredictability in the COVID-19 time-series dataCuantificadores de información e impredictibilidad en las series temporales asociadas a la COVID-19
(Universidad de Costa Rica, Centro de Investigación en Matemática Pura y Aplicada (CIMPA), 2023)
Causal Shannon-Fisher characterization of motor/imagery movements in EEG
(Molecular Diversity Preservation International, 2018-09)
The electroencephalogram (EEG) is an electrophysiological monitoring method that allows us to glimpse the electrical activity of the brain. Neural oscillations patterns are perhaps the best salient feature of EEG as they ...
Fisher information measure and causal probability distribution of Bandt and Pompe: application to the chaotic dynamical systems analysisMedida de Información de Fisher y distribución causal de probabilidad de Bandt y Pompe: Aplicaciones al análisis de sistemas dinámicos caóticos
(2013)
The potentiality of a special approximation of the Theory of Information is studied with the purpose of unveil dynamical structures of nonlinear dynamics. The focus here lies on information quantifiers: Shannon entropy, ...
Ambiguities in Bandt-Pompes methodology for local entropic quantifiers
(Elsevier Science, 2012)
Relative Entropies and Jensen Divergences in the Classical Limit
(Hindawi Publishing Corporation, 2015)