Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest
Mattia Carletti, Matteo Terzi, Gian Antonio Susto
Topics & Concepts
Computer scienceAnomaly detectionFeature (linguistics)Isolation (microbiology)Artificial intelligenceAnomaly (physics)Pattern recognition (psychology)Data miningMachine learningBioinformaticsPhysicsLinguisticsCondensed matter physicsBiologyPhilosophyAnomaly Detection Techniques and ApplicationsExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning