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. Paper Webpage/Code

Clustering

  • Holder, C., Middlehurst, M. and Bagnall, A., 2024. A review and evaluation of elastic distance functions for time series clustering. Knowledge and Information Systems, 66(2), pp.765-809. Paper Webpage/Code

  • Holder, C., Guijo-Rubio, D. and Bagnall, A., 2023, September. Clustering time series with k-medoids based algorithms. In International Workshop on Advanced Analytics and Learning on Temporal Data (pp. 39-55). Paper

Regression

  • Guijo-Rubio, D., Middlehurst, M., Arcencio, G., Silva, D. and Bagnall, A. (2023). Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression. ArXiv. Paper Webpage/Code

  • Middlehurst, M. and Bagnall, A., 2023, September. Extracting Features from Random Subseries: A Hybrid Pipeline for Time Series Classification and Extrinsic Regression. In International Workshop on Advanced Analytics and Learning on Temporal Data (pp. 113-126). Paper Webpage/Code