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cs.IT2017
Amplitude- and Frequency-based Dispersion Patterns and Entropy
Hamed Azami, Javier Escudero
Permutation patterns-based approaches, such as permutation entropy (PerEn), have been widely and successfully used to analyze data. However, these methods have two main shortcoming…
q-bio.QM2017
Multivariate Multiscale Dispersion Entropy of Biomedical Times Series
Hamed Azami, Alberto Fernandez, Javier Escudero
Objective: Due to the non-linearity of numerous biomedical signals, non-linear analysis of multi-channel time series, notably multivariate multiscale entropy (mvMSE), has been exte…