We are very honoured to have received the 2018 SIAM International Conference on Data Mining (SDM-18) Best Paper Award for
Efficient search of the best warping window for Dynamic Time Warping.
Tan, C. W., Herrmann, M., Forestier, G., Webb, G. I., & Petitjean, F.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018.
This paper presents algorithms that allow a critical hyper-parameter for time series classification, the warping window, to be efficiently tuned.
The paper can be downladed here: i.giwebb.com/wp-content/papercite-data/pdf/TanEtAl18.pdf.
The code can be downloaded here: https://t.co/acY3A3SYyQ.