Stahlschmidt, Stephan; Härdle, Wolfgang; Thome, Helmut - 2014
Principal component analysis denotes a popular algorithmic technique to dimension reduction and factor extraction …-temporal realm. Our approach, named stPCA, allows for dimension reduction in the attribute space while striving to preserve much of …