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Three 2-dimensional time series (raw values shown in inset) single-linkage hierarchically clustered using DTWD (top) and DTWI (bottom). Here DTWDproduces an intuitive clustering, closely linking A and B, whereas DTWI uses its greater representational flexibility to produce a bizarre result, finding A to be identical to C
