CDPS: Constrained DTW-Preserving Shapelets

Author:

Amouri Hussein El,Lampert Thomas,Gançarski Pierre,Mallet Clément

Publisher

Springer International Publishing

Reference35 articles.

1. Cai, B., Huang, G., Xiang, Y., Angelova, M., Guo, L., Chi, C.H.: Multi-scale shapelets discovery for time-series classification. Int. J. Inf. Technol. Decis. Mak 19(03), 721–739 (2020)

2. Dau, H.A., et al.: The UCR time series classification archive (October 2018). https://www.cs.ucr.edu/~eamonn/time_series_data_2018/

3. Davidson, I., Ravi, S.: Identifying and generating easy sets of constraints for clustering. In: AAAI Conference on Artificial Intelligence (AAAI), pp. 336–341 (2006)

4. Grabocka, J., Schilling, N., Wistuba, M., Schmidt-Thieme, L.: Learning time-series shapelets. In: International Conference on Knowledge Discovery & Data Mining (SIGKDD), pp. 392–401 (2014)

5. Hadsell, R., Chopra, S., LeCun, Y.: Dimensionality reduction by learning an invariant mapping. In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR). vol. 2, pp. 1735–1742 (2006)

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