Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-58920-2_14
Reference25 articles.
1. Ahmad, S., Lavin, A., Purdy, S., Agha, Z.: Unsupervised real-time anomaly detection for streaming data. Neurocomputing (2017). https://doi.org/10.1016/j.neucom.2017.04.070
2. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);TS Buda,2018
3. Chalapathy, R., Chawla, S.: Deep learning for anomaly detection: a survey (2019)
4. Chandola, V., Banerjee, A., Kumar, V.: Anomaly detection: a survey. ACM Comput. Surv. (CSUR) 41(3), 15 (2009)
5. Chauhan, S., Vig, L.: Anomaly detection in ECG time signals via deep long short-term memory networks. In: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp. 1–7. IEEE (2015)
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