Karsten Keller

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 12

Top Topics

Multivariate Time Series

Conditional Entropy

Statistical Dependence

Top Venues

FLAIRS Conference

Publications

Tim Gutjahr, Karsten Keller
On Rényi Permutation Entropy. Entropy 24 (1) (2022)
Christian H. Weiß, Manuel Ruiz Marín, Karsten Keller, Mariano Matilla-García
Non-parametric analysis of serial dependence in time series using ordinal patterns. Comput. Stat. Data Anal. 168 (2022)
Karsten Keller
Entropy Measures for Data Analysis II: Theory, Algorithms and Applications. Entropy 23 (11) (2021)
Tim Gutjahr, Karsten Keller
Generalized Ordinal Patterns and the KS-Entropy. Entropy 23 (8) (2021)
Tim Gutjahr, Karsten Keller
Ordinal Pattern Based Entropies and the Kolmogorov-Sinai Entropy: An Update. Entropy 22 (1) (2020)
Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller
New Approaches in Ordinal Pattern Representations for Multivariate Time Series. FLAIRS Conference (2020)
Albert B. Piek, Inga Stolz, Karsten Keller
Algorithmics, Possibilities and Limits of Ordinal Pattern Based Entropies. Entropy 21 (6) (2019)
Karsten Keller
Entropy Measures for Data Analysis: Theory, Algorithms and Applications. Entropy 21 (10) (2019)
Anton M. Unakafov, Karsten Keller
Change-Point Detection Using the Conditional Entropy of Ordinal Patterns. Entropy 20 (9) (2018)
Sonja Jäckle, Karsten Keller
Tsallis Entropy and Generalized Shannon Additivity. Axioms 6 (2) (2017)
Inga Stolz, Karsten Keller
A General Symbolic Approach to Kolmogorov-Sinai Entropy. Entropy 19 (12) (2017)
Karsten Keller, Teresa Mangold, Inga Stolz, Jenna Werner
Permutation Entropy: New Ideas and Challenges. Entropy 19 (3) (2017)
Karsten Keller, Anton M. Unakafov, Valentina A. Unakafova
Ordinal Patterns, Entropy, and EEG. Entropy 16 (12) (2014)
Valentina A. Unakafova, Karsten Keller
Efficiently Measuring Complexity on the Basis of Real-World Data. Entropy 15 (10) (2013)
Mathieu Sinn, Ali Ghodsi, Karsten Keller
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions CoRR (2012)
Mathieu Sinn, Ali Ghodsi, Karsten Keller
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions. UAI (2012)
Mathieu Sinn, Karsten Keller
Estimation of ordinal pattern probabilities in Gaussian processes with stationary increments. Comput. Stat. Data Anal. 55 (4) (2011)
Karsten Keller, Katharina Wittfeld
Distances of Time Series Components by Means of Symbolic Dynamics. Int. J. Bifurc. Chaos 14 (2) (2004)
Karsten Keller, Heinz Lauffer
Symbolic Analysis of High-Dimensional Time Series. Int. J. Bifurc. Chaos 13 (9) (2003)