35 citations · 52 across the 5 of their papers we have counts for
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cs.DS2015★ 2 cited
Spectral structure of singular spectrum decomposition for time series
Kenji Kume, Naoko Nose-Togawa
Singular spectrum analysis (SSA) is a nonparametric and adaptive spectral decomposition of a time series. The singular value decomposition of the trajectory matrix and the anti-dia…
cs.CV2015
Filter characteristics in image decomposition with singular spectrum analysis
Kenji Kume, Naoko Nose-Togawa
Singular spectrum analysis is developed as a nonparametric spectral decomposition of a time series. It can be easily extended to the decomposition of multidimensional lattice-like…