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When is Early Classification of Time Series Meaningful? (Extended Abstract)

, , and . 2022 IEEE 38th International Conference on Data Engineering (ICDE), page 1477-1478. (2022)
DOI: 10.1109/ICDE53745.2022.00115

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Time Series.. Encyclopedia of Machine Learning, Springer, (2010)Instance-Based Learning.. Encyclopedia of Machine Learning, Springer, (2010)Finding Unusual Medical Time-Series Subsequences: Algorithms and Applications., , , and . IEEE Trans. Information Technology in Biomedicine, 10 (3): 429-439 (2006)DTW-D: time series semi-supervised learning from a single example., , , and . KDD, page 383-391. ACM, (2013)Clustering of streaming time series is meaningless., , and . DMKD, page 56-65. ACM, (2003)Fast time series classification using numerosity reduction., , , , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 1033-1040. ACM, (2006)Guest Editorial.. Mach. Learn., 58 (2-3): 103-105 (2005)Exact Indexing of Dynamic Time Warping.. VLDB, page 406-417. Morgan Kaufmann, (2002)Efficient Discovery of Unusual Patterns in Time Series., , , and . New Gener. Comput., 25 (1): 61-93 (2006)Experiencing SAX: a novel symbolic representation of time series., , , and . Data Min. Knowl. Discov., 15 (2): 107-144 (2007)