Papers using Aeon

This is a list of papers that use aeon. If you have a paper that uses aeon, please add it to this list by sending a pull request. Please include a hyperlink to the paper and a link to the code in your personal GitHub or other repository.

Classification

• Middlehurst, M. and Schäfer, P. and Bagnall, A. (2023). Bake off redux: a review and experimental evaluation of recent time series classification algorithms. ArXiv. [https://arxiv.org/abs/2304.13029]

Clustering

• Holder, C., Middlehurst, M. and Bagnall, A. (2023). A review and evaluation of elastic distance functions for time series clustering. Knowledge and Information Systems. https://link.springer.com/article/10.1007/s10115-023-01952-0

• Holder, C., Guijo-Rubio, D. and Bagnall, A. (2003). Clustering time series with k-medoids based algorithms. 8th AALTD Workshop at ECML/PKDD. [https://ecml-aaltd.github.io/aaltd2023/papers/AALTD_K_Medoids_Clustering.pdf]

Regression

• Guijo-Rubio, D., Middlehurst, M., Arcencio, G., Silva, D. and Bagnall, A. (2023). Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression. ArXiv. [https://arxiv.org/abs/2305.01429]