ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification

Author:

Le Xuan-May1ORCID,Luo Ling1ORCID,Aickelin Uwe1ORCID,Tran Minh-Tuan2ORCID

Affiliation:

1. The University of Melbourne, Melbourne, VIC, Australia

2. Monash University, Melbourne, VIC, Australia

Publisher

ACM

Reference50 articles.

1. Anthony Bagnall, Hoang Anh Dau, Jason Lines, Michael Flynn, James Large, Aaron Bostrom, Paul Southam, and Eamonn Keogh. 2018. The UEA multivariate time series classification archive, 2018. arXiv preprint arXiv:1811.00075 (2018).

2. A Complexity-Invariant Distance Measure for Time Series

3. Fu Lai Korris Chung, Tak-Chung Fu, Wing Pong Robert Luk, and Vincent To Yee Ng. 2001. Flexible time series pattern matching based on perceptually important points. In Workshop on Learning from Temporal and Spatial Data in International Joint Conference on Artificial Intelligence.

4. MiniRocket

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