63 citations · 229 across the 13 of their papers we have counts for
4 papers · 1 filter
Compression-Complexity with Ordinal Patterns for Robust Causal Inference in Irregularly-Sampled Time Series
Aditi Kathpalia, Pouya Manshour, Milan Paluš
Distinguishing cause from effect is a scientific challenge resisting solutions from mathematics, statistics, information theory and computer science. Compression-Complexity Causali…
Nonlinear Correlations in Multifractals: Visibility Graphs of Magnitude and Sign Series
Pouya Manshour
Correlations in multifractal series have been investigated, extensively. Almost all approaches try to find scaling features of a given time series. However, the analysis of such sc…
Records in Fractal Stochastic Processes
A. Aliakbari, P. Manshour, M. J. Salehi
The records statistics in stationary and non-stationary fractal time series is studied extensively. By calculating various concepts in record dynamics, we find some interesting res…
Complex Network Approach to Fractional Time Series
Pouya Manshour
In order to extract correlation information inherited in stochastic time series, the visibility graph algorithm has been recently proposed, by which a time series can be mapped ont…