Multidimensional Extension of singular Spectrum Analysis Based on Filtering Interpretation. - Kenji Kume; Naoko Nose-Togawa (Adv. Data Sci. Adapt. Anal., 2014)

Spectral structure of singular spectrum decomposition for time series. - Kenji Kume; Naoko Nose-Togawa (CoRR, 2015)

Filter Characteristics in Image Decomposition with Singular Spectrum Analysis. - Kenji Kume; Naoko Nose-Togawa (Adv. Data Sci. Adapt. Anal., 2016)

Additive Decomposition of Power Spectrum Density in Singular Spectrum Analysis. - Kenji Kume; Naoko Nose-Togawa (Adv. Data Sci. Adapt. Anal., 2016)

An Adaptive Orthogonal SSA Decomposition Algorithm for a Time Series. - Kenji Kume; Naoko Nose-Togawa (Adv. Data Sci. Adapt. Anal., 2018)