VUS: effective and efficient accuracy measures for time-series anomaly detection
Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
Topics & Concepts
Series (stratigraphy)Anomaly detectionAnomaly (physics)Time seriesComputer scienceData miningEconometricsStatisticsMathematicsMachine learningGeologyPhysicsCondensed matter physicsPaleontologyAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingFault Detection and Control Systems