A moving average filter is applied to see if the reconstruction error from the DBN model also has an increasing trend.
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Health Monitoring of Air Compressors Using Reconstruction-Based Deep Learning for Anomaly Detection with Increased Transparency.
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The sentences
It was hard to see a clear trend in the results from the DBN due to the noise.