Unsupervised-feature-learning-from-time-series (IJCAI 2016) The journal extension: Salient Subsequence Learning for Time Series Clustering (TPAMI 2019)
Paper:
https://pdfs.semanticscholar.org/b4f5/8e005541c54b146e67b09094f09ba3297906.pdf
https://ieeexplore.ieee.org/document/8386690
Citation:
If you find the implementation useful, please cite the following paper:
Zhang, Q., Wu, J., Yang, H., Tian, Y., & Zhang, C. (2016, July). Unsupervised Feature Learning from Time Series. In IJCAI (pp. 2322-2328).
Q. Zhang, J. Wu, P. Zhang, G. Long and C. Zhang, "Salient Subsequence Learning for Time Series Clustering," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 9, pp. 2193-2207, 1 Sept. 2019, doi: 10.1109/TPAMI.2018.2847699.
Contact:
Drop me (Qin Zhang) an email at qinzhang2014 (AT) gmail.com if you have any question.