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Experimental comparison of representation methods and distance measures for time series data.

, , , , , and . Data Min. Knowl. Discov., 26 (2): 275-309 (2013)

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Derivative Dynamic Time Warping., and . SDM, page 1-11. SIAM, (2001)Finding Motifs in a Database of Shapes., , , and . SDM, page 249-260. SIAM, (2007)Efficient query filtering for streaming time series with applications to semisupervised learning of time series classifiers., , , , and . Knowl. Inf. Syst., 11 (3): 313-344 (2007)Disk aware discord discovery: finding unusual time series in terabyte sized datasets., , and . Knowl. Inf. Syst., 17 (2): 241-262 (2008)Instance-Based Learning.. Encyclopedia of Machine Learning and Data Mining, Springer, (2017)Mining Time Series Data., , , , , and . The Data Mining and Knowledge Discovery Handbook, Springer, (2005)DTW-D: time series semi-supervised learning from a single example., , , and . KDD, page 383-391. ACM, (2013)Matrix Profile XII: MPdist: A Novel Time Series Distance Measure to Allow Data Mining in More Challenging Scenarios., , , , and . ICDM, page 965-970. IEEE Computer Society, (2018)Fast time series classification using numerosity reduction., , , , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 1033-1040. ACM, (2006)Exact Indexing of Dynamic Time Warping.. VLDB, page 406-417. Morgan Kaufmann, (2002)