Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; … - In: Computational Statistics & Data Analysis 54 (2010) 5, pp. 1219-1233
The problem of curve clustering when curves are misaligned is considered. A novel algorithm is described, which jointly clusters and aligns curves. The proposed procedure efficiently decouples amplitude and phase variability; in particular, it is able to detect amplitude clusters while...