A pipeline combining mirrored signal extension, randomized SVD, energy thresholding, and hierarchical clustering reproduces classical SSA components on geophysical and biophysical time series without downsampling.
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On the Optimization of Singular Spectrum Analyses: A Pragmatic Approach
A pipeline combining mirrored signal extension, randomized SVD, energy thresholding, and hierarchical clustering reproduces classical SSA components on geophysical and biophysical time series without downsampling.