Results 271 to 280 of about 2,566,212 (336)

Isolation Forest

2008 Eighth IEEE International Conference on Data Mining, 2008
Most existing model-based approaches to anomaly detection construct a profile of normal instances, then identify instances that do not conform to the normal profile as anomalies. This paper proposes a fundamentally different model-based method that explicitly isolates anomalies instead of profiles normal points.
Fei Tony Liu   +2 more
openaire   +2 more sources

Density-based isolation forest

2025 IEEE Statistical Signal Processing Workshop (SSP)
Nathan Levêque   +5 more
openaire   +2 more sources

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