11 citations · 11 across the 1 of their papers we have counts for
2 papers
stat.ML2021
tsrobprep - an R package for robust preprocessing of time series data
Michał Narajewski, Jens Kley-Holsteg, Florian Ziel
Data cleaning is a crucial part of every data analysis exercise. Yet, the currently available R packages do not provide fast and robust methods for cleaning and preparation of time…
stat.AP2020★ 11 cited
Probabilistic Multi-Step-Ahead Short-Term Water Demand Forecasting with Lasso
Jens Kley-Holsteg, Florian Ziel
Water demand is a highly important variable for operational control and decision making. Hence, the development of accurate forecasts is a valuable field of research to further imp…