User profiles for V. A. Unakafova

Valentina Unakafova

Scientist, Bitifeye Digital Test Solutions GmbH
Verified email at bitifeye.com
Cited by 360

Ordinal symbolic analysis and its application to biomedical recordings

…, K Keller, VA Unakafova - … Transactions of the …, 2015 - royalsocietypublishing.org
Ordinal symbolic analysis opens an interesting and powerful perspective on time-series
analysis. Here, we review this relatively new approach and highlight its relation to symbolic …

[HTML][HTML] Ordinal patterns, entropy, and EEG

K Keller, AM Unakafov, VA Unakafova - Entropy, 2014 - mdpi.com
… The paper was written by all three authors, where VA Unakafova was mainly responsible for
… AM Unakafov and VA Unakafova. All authors have read and approved the final manuscript. …

[HTML][HTML] Efficiently measuring complexity on the basis of real-world data

VA Unakafova, K Keller - Entropy, 2013 - mdpi.com
Permutation entropy, introduced by Bandt and Pompe, is a conceptually simple and well-interpretable
measure of time series complexity. In this paper, we propose efficient methods for …

[HTML][HTML] Comparing open-source toolboxes for processing and analysis of spike and local field potentials data

VA Unakafova, A Gail - Frontiers in Neuroinformatics, 2019 - frontiersin.org
Analysis of spike and local field potential (LFP) data is an essential part of neuroscientific
research. Today there exist many open-source toolboxes for spike and LFP data analysis …

On the relation of KS entropy and permutation entropy

K Keller, AM Unakafov, VA Unakafova - Physica D: Nonlinear Phenomena, 2012 - Elsevier
Since Bandt et al. have shown that the permutation entropy and the Kolmogorov–Sinai entropy
coincide for piecewise monotone interval maps, the relationship of both entropies for time-…

An approach to comparing Kolmogorov-Sinai and permutation entropy

VA Unakafova, AM Unakafov, K Keller - The European Physical Journal …, 2013 - Springer
In this paper we discuss the relationship between permutation entropy and Kolmogorov-Sinai
entropy in the one-dimensional case. For this, we consider partitions of the state space of a …

[PDF][PDF] Investigating measures of complexity for dynamical systems and for time series

VA Unakafova - Ph. D. Thesis, draft version, 2015 - researchgate.net
This thesis is devoted to the investigation of complexity measures for dynamical systems and
for time series. The central concepts throughout the thesis are the permutation entropy and …

On entropy, entropy-like quantities, and applications

JM Amigó, K Keller, V Unakafova - Frontiers in Entropy Across the …, 2023 - World Scientific
This is a review on entropy in various fields of mathematics and science. Its scope is to
convey a unified vision of the classical as well as some newer entropy notions to a broad …

[CITATION][C] Fast Permutation Entropy. MATLAB Central File Exchange

VA Unakafova

[CITATION][C] Unakafov, and VA Unakafova,“

AM Keller - Ordinal patterns, entropy