5 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.CY2022★ 5 cited
On the interplay of data and cognitive bias in crisis information management -- An exploratory study on epidemic response
David Paulus, Ramian Fathi, Frank Fiedrich +2
Humanitarian crises, such as the 2014 West Africa Ebola epidemic, challenge information management and thereby threaten the digital resilience of the responding organizations. Cris…
cs.LG2019★ 3 cited
Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making
David Paulus, Gerdien de Vries, Bartel Van de Walle
The effectiveness of machine learning algorithms depends on the quality and amount of data and the operationalization and interpretation by the human analyst. In humanitarian respo…