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Functional Isolation Forest

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Figure

Figure 1: Construction procedure of a F-itree.
Figure 2: The simulated dataset with the five introduced anomalies (left). The scored dataset (middle), the darker the color, the more the curves are considered  anoma-lies
Figure 3: Datasets (a) (left) and (b) (right) containing, respectively, 500 and 200 functional paths with 4 selected observations.
Figure 4: Boxplot (over 100 repetitions) of the FIF score for the observations x 0 , x 1 , x 2 , x 3
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