Change-Point Detection of Climate Time Series by Nonparametric Method

Abstract—In one of the data mining techniques, change-point detection is of importance in evaluating time series measured in real world. For decades this technique has been developed as a nonlinear dynamics. We apply the method for detecting the change points, Singular Spectrum Transformation (SST),...

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Bibliographic Details
Main Authors: Naoki Itoh, Jürgen Kurths
Other Authors: The Pennsylvania State University CiteSeerX Archives
Format: Text
Language:English
Subjects:
Online Access:http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.4237
http://www.iaeng.org/publication/WCECS2010/WCECS2010_pp445-448.pdf