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Using cluster analysis to classify time series
C.T. Shawa and G.P. Kingb
aDepartment of Engineering, University of Warwick, Coventry CV4 7AL, UK
bNonlinear Systems Laboratory, Mathematics Institute, University of Warwick, Coventry CV4 7AL, UK
Received 7 October 1991;
revised 3 April 1992;
accepted 3 April 1992.
Available online 7 August 2002.
AbstractWe promote the idea of using the statistical technique of
cluster analysis in nonlinear data analysis. The technique is illustrated by using it to help identify local oscillators in the wake of the flow past a cylinder.
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