User profiles for V. A. Unakafova
Valentina UnakafovaScientist, 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 …
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. …
… 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 …
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 …
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-…
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 …
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 …
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 …
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