Concepedia

Time series anomaly detection in power electronics signals with recurrent and ConvLSTM autoencoders

Majdi I. Radaideh, Chris H. Pappas, Jared Walden, Dan Lu, Lasitha Vidyaratne, T. Britton, Kishansingh Rajput, Malachi Schram, Sarah Cousineau

Digital Signal Processing · 2022 · 48 citations · 29 references

DOIFull text

Open access

Concepts

References

29

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

, , +10

An introduction to ROC analysis

Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations

, , +5

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

, , +12

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

, , +12