25 citations · 61 across the 8 of their papers we have counts for
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stat.ML2021★ 2 cited
Isolation forests: looking beyond tree depth
David Cortes
The isolation forest algorithm for outlier detection exploits a simple yet effective observation: if taking some multivariate data and making uniformly random cuts across the featu…
stat.ML2021★ 2 cited
Revisiting randomized choices in isolation forests
David Cortes
Isolation forest or "iForest" is an intuitive and widely used algorithm for anomaly detection that follows a simple yet effective idea: in a given data distribution, if a threshold…