Open Access
Table 1.
Algorithms used to detect outliers in order to perform prior checking.
| Algorithm | Reference |
|---|---|
| Histogram-base Outlier Detection | Goldstein & Dengel (2012) |
| Isolation Forest | Ting et al. (2020) |
| K-Nearest Neighbours (KNN) | Ramaswamy et al. (2000) |
| Local Outlier Factor | Breunig et al. (2000) |
| Minimum Covariance Determinant | Hardin & Rocke (2004) |
| Principal Component Analysis | Aggarwal (2016) |
| Gaussian Mixture Model | McLachlan et al. (2019) |
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