Learning-based shapelets discovery by feature selection for time series classification
Author:
Funder
fundamental research funds for the central universities
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-021-03009-7.pdf
Reference35 articles.
1. Abanda A, Mori U, Lozano J A (2019) A review on distance based time series classification. Data Min Knowl Disc 33(2):378–412
2. Bagnall A, Lines J, Hills J, Bostrom A (2015) Time-series classification with cote: the collective of transformation-based ensembles. IEEE Trans Knowl Data Eng 27(9):2522–2535
3. Batista G E, Wang X, Keogh E J (2011) A complexity-invariant distance measure for time series. In: Proceedings of the 2011 SIAM international conference on data mining. SIAM, pp 699–710
4. Baydogan M G, Runger G (2016) Time series representation and similarity based on local autopatterns. Data Min Knowl Disc 30(2):476–509
5. Baydogan M G, Runger G, Tuv E (2013) A bag-of-features framework to classify time series. IEEE Trans Pattern Anal Mach Intell 35(11):2796–2802
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