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Applying the ZTD 1-s time variation as the outlier detector, we likely found outliers slightly faster than when using the 1-min time variation of the PWV.
Other element that distinguishes this work from others is that it is not proposed as an outlier detector but as an algorithm that determines the best subset of input vectors by the time of building a model to approximate it.
The Hampel filter introduced in Section 2 is effectively a moving window outlier detector that replaces the original signal value with the median filter response if that value is deemed an outlier.
Therefore, there is an ectopic beat removing algorithm, i.e., Grubbs Test extended by Rosner outlier detector.
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Fig. 3 Outlier detection.
Outlier detection techniques.
Step 4: Outlier detection.
The combined NSA PSO uses a local outlier factor (LOF) as the fitness function for the detector generation.
The transient signals revealed that the Faraday detector L1 (U) had been saturated just before the signal of the outlier was recorded.
What is an outlier?
"Barclays was an outlier".
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