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. Author manuscript; available in PMC: 2017 Nov 3.
Published in final edited form as: Data Min Knowl Discov. 2016 Feb 15;31(1):1–31. doi: 10.1007/s10618-016-0455-0

Fig. 11.

Fig. 11

Three 2-dimensional time series (raw values shown in inset) single-linkage hierarchically clustered using DTWD (top) and DTWI (bottom). Here DTWIproduces an intuitive clustering, closely linking A and B, whereas DTWD uses only one warping path to measure distances therefore producing a bizarre result, finding A to be identical to C. Compare to Fig. 10