Published October 4, 2021
| Version v1
Conference paper
Open
Anomaly Detection on Live Water Pressure Data Stream
Creators
- 1. Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
Description
We present the application of several anomaly detection algorithms to water pressure data streams. We evaluate their quality on unlabelled data sets using agreement rates. The applied algorithms are the Generative Adversarial Network (GAN), DBSCAN, Welford’s algorithm and Facebook Prophet. We found that GAN performed best.
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PetkovšeketalSIKDD_2021.pdf
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