EACE: Explain Anomaly via Counterfactual Explanations
Peng Zhou, Qihui Tong, Shiji Chen, Yunyun Zhang, Xindong Wu
Topics & Concepts
Counterfactual thinkingAnomaly (physics)Anomaly detectionEconometricsComputer scienceArtificial intelligenceMathematicsPsychologySocial psychologyPhysicsCondensed matter physicsAnomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine LearningExplainable Artificial Intelligence (XAI)