Spacecraft anomaly detection with attention temporal convolution networks

This publication has 30 references indexed in Scilit:

• Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
  2019
• Robust Graph Learning From Noisy Data
  IEEE Transactions on Cybernetics, 2019
• Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding
  2018
• A Multimodal Anomaly Detector for Robot-Assisted Feeding Using an LSTM-Based Variational Autoencoder
  IEEE Robotics and Automation Letters, 2018
• Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection
  2018
• Anomaly Detection in Streams with Extreme Value Theory
  2017
• Anomaly detection via a Gaussian Mixture Model for flight operation and safety monitoring
  Transportation Research Part C: Emerging Technologies, 2016
• General Purpose Data-Driven Monitoring for Space Operations
  Journal of Aerospace Information Systems, 2012
• Outlier Detection in Multivariate Time Series by Projection Pursuit
  Journal of the American Statistical Association, 2006
• Network anomography
  2005