Variational transformer-based anomaly detection approach for multivariate time series
Author:
Publisher
Elsevier BV
Subject
Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation
Reference46 articles.
1. Interference into radio broadcast satellite uplinks[J];Briskman;Acta Astronaut.,2020
2. Imbalanced satellite telemetry data anomaly detection model based on Bayesian LSTM[J];Chen;Acta Astronaut.,2021
3. Anomaly detection in mixed telemetry data using a sparse representation and dictionary learning[J];Pilastre;Signal Process.,2020
4. Detection and analysis of real-time anomalies in large-scale complex system[J];Chen;Measurement,2021
5. C. Zhang, D. Song, Y. Chen, et al, A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2019, 33(01): 1409-1416, https://doi.org/10.1609/aaai.v33i01.33011409.
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