Causal Learning at ESS: A Time Series Benchmark (reduced dataset)
Rathsman, Karin; Nilsson, Per; Mogensen, Søren Wengel;
Causal Learning at ESS: A Time Series Benchmark (reduced dataset)
A reduced dataset of the original dataset 10.5281/zenodo.10641289. This dataset is indended for users to view and test a reduced dataset before downloading the original dataset. If you use any of the datasets, please site the paper S.W.Mogensen, K.Rathsman, P.Nilsson, Causal discovery in a complex industrial system: A time series benchmark, in Proceedings of the 3rd Conference on Causal Learning and Reasoning (CLeaR), 2024, Available: https://doi.org/10.48550/arXiv.2310.18654 The paper alos contains a detailed description of the data and of the underlying system.
- European Spallation Source Sweden