Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection
Qixuan Li, Yangjian Ji, Mingrui Zhu, Xiaoyang Zhu, Linjin Sun
Topics & Concepts
Series (stratigraphy)Feature selectionAnomaly detectionComputer scienceAnomaly (physics)Pattern recognition (psychology)Selection (genetic algorithm)Feature (linguistics)Artificial intelligenceTime seriesMachine learningData miningGeologyPaleontologyPhilosophyPhysicsCondensed matter physicsLinguisticsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingFault Detection and Control Systems