Litcius/Paper detail

Leveraging an Isolation Forest to Anomaly Detection and Data Clustering

Véronne Yepmo, Grégory Smits, Marie‐Jeanne Lesot, Olivier Pivert

2024Data & Knowledge Engineering34 citationsDOIOpen Access PDF

Topics & Concepts

Anomaly detectionLinear subspaceComputer scienceIdentification (biology)OutlierIsolation (microbiology)Data miningCluster analysisConstruct (python library)Set (abstract data type)Data setBasis (linear algebra)Artificial intelligencePattern recognition (psychology)Machine learningMathematicsMicrobiologyProgramming languageBiologyGeometryBotanyAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionArtificial Immune Systems Applications