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cs.LG2023
Satellite Anomaly Detection Using Variance Based Genetic Ensemble of Neural Networks
Mohammad Amin Maleki Sadr, Yeying Zhu, Peng Hu
In this paper, we use a variance-based genetic ensemble (VGE) of Neural Networks (NNs) to detect anomalies in the satellite's historical data. We use an efficient ensemble of the p…
cs.LG2022★ 27 cited
An Anomaly Detection Method for Satellites Using Monte Carlo Dropout
Mohammad Amin Maleki Sadr, Yeying Zhu, Peng Hu
Recently, there has been a significant amount of interest in satellite telemetry anomaly detection (AD) using neural networks (NN). For AD purposes, the current approaches focus on…