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Keywords = anomaly detection
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Active learning for anomaly detection in environmental data
Russo, S., Lürig, M., Hao, W., Matthews, B., & Villez, K. (2020). Active learning for anomaly detection in environmental data.
Environmental Modelling and Software
,
134
, 104869 (11 pp.). https://doi.org/10.1016/j.envsoft.2020.104869
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Shape anomaly detection for process monitoring of a sequencing batch reactor
Villez, K., & Habermacher, J. (2016). Shape anomaly detection for process monitoring of a sequencing batch reactor.
Computers and Chemical Engineering
,
91
, 365-379. https://doi.org/10.1016/j.compchemeng.2016.04.012
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Shape constrained splines with discontinuities for anomaly detection in a batch process
Villez, K., & Habermacher, J. (2015). Shape constrained splines with discontinuities for anomaly detection in a batch process. In K. V. Gernaey, J. K. Huusom, & R. Gani (Eds.),
Computer aided chemical engineering: Vol. 37
.
12th international symposium on process systems engineering and 25th European symposium on computer aided process engineering
(pp. 1805-1810). https://doi.org/10.1016/B978-0-444-63577-8.50146-7
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