Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Steven Reece, Roman Garnett, Michael Osborne +1

This paper proposes a novel Gaussian process approach to fault removal in time-series data. Fault removal does not delete the faulty signal data but, instead, massages the fault fr…