7 citations · 10 across the 2 of their papers we have counts for
3 papers
Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices
Hansika Hewamalage, Klaus Ackermann, Christoph Bergmeir
Machine Learning (ML) and Deep Learning (DL) methods are increasingly replacing traditional methods in many domains involved with important decision making activities. DL technique…
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
Alternative data is increasingly adapted to predict human and economic behaviour. This paper introduces a new type of alternative data by re-conceptualising the internet as a data-…
Object Recognition for Economic Development from Daytime Satellite Imagery
Klaus Ackermann, Alexey Chernikov, Nandini Anantharama +2
Reliable data about the stock of physical capital and infrastructure in developing countries is typically very scarce. This is particular a problem for data at the subnational leve…