Linear Transformations and the k-Means Clustering Algorithm: Applications to Clustering Curves
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Functional data can be clustered by plugging estimated regression coefficients from individual curves into the k-means algorithm. Clustering results can differ depending on how the curves are fit to the data. Estimating curves using different sets of basis fun... ...
