Codice 13/2008 Titolo K-means alignment for curve clustering Data 2008-06-30 Autore/i Sangalli, Laura Maria; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria Link Download full text Pubblicato Laura M. Sangalli, Piercesare Secchi, Simone Vantini and Valeria Vitelli (2010), K-means alignment for curve clustering, Computational Statistics and Data Analysis, Vol. 54, pp. 1219-1233. Abstract We deal with the problem of curve clustering when curves are mis- aligned. We propose a k-means alignment algorithm which jointly cluster and align the curves. We illustrate the procedure via simulation studies and applications to real data.