Karimu village, Sarayan city, South Khorasan, Iran.
Modified rddata.m
Modifiedrddata.m.txt
Text Document [7.4 KB]
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This file is the modified program of the rddata.m.

Fractal Dimension
BoxCountingFractalDimension.m.txt
Text Document [2.2 KB]
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This file is program to calculate the Fractal Dimension by Box Counting method for a time series.
HiguchiFractalDimension.m.txt
Text Document [1.8 KB]
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This file is program to calculate the Fractal Dimension by Higuchi method.
katzFractalDimension.m.txt
Text Document [1.1 KB]
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This file is program to calculate the Fractal Dimension by Katz method.

Detrended Fluctuation Analysis
DetrendedFluctuationAnalysis.m.txt
Text Document [1.9 KB]
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This file is program to calculate the Detrended Fluctuation Analysis.
Lyapunov exponent
LyapunovExponent.m.txt
Text Document [1.2 KB]
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This file is program to calculate the Lyapunov exponent.

Correlation Dimension
CorrelationDimension.m.txt
Text Document [2.0 KB]
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This file is program to calculate the Correlation Dimension of a time series.

 


SDs of Poincaré map
SPPD.m.txt
Text Document [1.0 KB]
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This program calculate the SD features of the Poincaré map. Meanwhile, the provided figure show these features in a Poincaré map.

 


Median Frequency
MedianFrequency.m.txt
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This file is program to calculate the Median Frequency.
Echo State Network
EchoStateNetwork.m.txt
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This program simulate a Echo State Network. The program uses the following reference. 

[1] Q. Song and Z. Feng, "Effects of connectivity structure of complex echo state network on its prediction performance for nonlinear time series", Journal of Neurocomputing. 73 (2010) 2177–2185.


Auto-Recurrence Plot
AutoRecurrencePlot.m.txt
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This program calculate Auto-Recurrence Plot. 

Auto-Recurrence quantification analysis
ARQA.m.txt
Text Document [2.8 KB]
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This program is the Auto-Recurrence quantification analysis. This program need to the program of Auto-Recurrence Plot.



Bayes classifier
BayesClassifier.m.txt
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