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Application of biological early warning systems in wastewater treatment plants: Introducing a promising approach to monitor changing wastewater composition
Kizgin, A., Schmidt, D., Joss, A., Hollender, J., Morgenroth, E., Kienle, C., & Langer, M. (2023). Application of biological early warning systems in wastewater treatment plants: Introducing a promising approach to monitor changing wastewater composition. Journal of Environmental Management, 347, 119001 (12 pp.). https://doi.org/10.1016/j.jenvman.2023.119001
The value of human data annotation for machine learning based anomaly detection in environmental systems
Russo, S., Besmer, M. D., Blumensaat, F., Bouffard, D., Disch, A., Hammes, F., … Villez, K. (2021). The value of human data annotation for machine learning based anomaly detection in environmental systems. Water Research, 206, 117695 (10 pp.). https://doi.org/10.1016/j.watres.2021.117695
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
Ozonung von gereinigtem Abwasser. Schlussbericht Pilotversuch Regensdorf
Abegglen, C., Escher, B., Hollender, J., Koepke, S., Ort, C., Peter, A., … Rensch, D. (2009). Ozonung von gereinigtem Abwasser. Schlussbericht Pilotversuch Regensdorf. Eawag.