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A linear time method for the detection of point and collective anomalies

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Figure

Figure 1: Light curve of Kepler 1132, obtained at approximately 30 minute intervals. Missing values are due toperiods in which the star was not observed
Figure 2: Data examples and ROC curves for weak changes in mean for CAPA (black), PELT (red), Breakout-Detection (green), and luminol (blue).
Figure 3: Data examples and ROC curves for strong changes in mean for CAPA (black), PELT (red), Breakout-Detection (green), and luminol (blue).
Figure 5: Runtime of CAPA (black), PELT (red), BreakoutDetection (green), and luminol (blue)
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