Publications:

• Alvisi, S; Franchini, M; Marsili, V; Mazzoni, F; Salomons, E; Housh, M; Abokifa, A; Arsova, K; Ayyash, F; Bae, H; Others; Kley-Holsteg, Jens; Others; Sonnenschein, Björn; Others; Ziel, Florian; Zou, J.: Battle of Water Demand Forecasting. In: Journal of Water Resources Planning and Management, Vol151 (2025), p. 4025049. DetailsCitation
• Kley-Holsteg, Jens; Sonnenschein, Björn; Johnen, Gregor; Ziel, Florian: Water Demand Forecasting Based on Online Aggregation for District Meter Areas-Specific Adaption. In: Engineering Proceedings, Vol69 (2024), p. 15. DetailsCitation
• Johnen, Gregor; Kley-Holsteg, Jens; Niemann, André; Ziel, Florian: Optimising Water Supply--Application of Probabilistic Deep Neural Networks to. In: AI in Business and Economics (2024), p. 243. DetailsCitation
• Narajewski, Michal; Kley-Holsteg, Jens; Ziel, Florian: tsrobprep – an R package for robust preprocessing of time series data.. In: SoftwareX, Vol16 (2021). doi:10.1016/j.softx.2021.100809DetailsCitation
• Kley-Holsteg, Jens; Ziel, Florian: Probabilistic Multi-Step-Ahead Short-Term Water Demand Forecasting with Lasso. In: Journal of Water Resources Planning and Management, Vol146 (2020), No 10. doi:10.1061/(ASCE)WR.1943-5452.0001268DetailsFull textCitation