Dennis Wagenaar

Taking Ethics, Fairness, and Bias Seriously in Machine Learning for Disaster Risk Management pdf

Robert Soden, Dennis Wagenaar, Dave Luo, 2019, ArXiv.

Improved Transferability of Data‐Driven Damage Models Through Sample Selection Bias Correction

Dennis Wagenaar, Tiaravanni Hermawan, Marc van den Homberg, 2020, Risk analysis : an official publication of the Society for Risk Analysis.

Bayesian Data-Driven approach enhances synthetic flood loss models

Bruno Merz, Dennis Wagenaar, Heidi Kreibich, 2020, Environ. Model. Softw..

Invited perspectives: How machine learning will change flood risk and impact assessment

Dennis Wagenaar, David Lallemant, Laddaporn Ruangpan, 2020 .

Multi-variable flood damage modelling with limited data using supervised learning approaches

Dennis Wagenaar, Laurens M. Bouwer, L. Bouwer, 2017 .

Regional and Temporal Transferability of Multivariable Flood Damage Models

Stefan Lüdtke, Heidi Kreibich, Dennis Wagenaar, 2018 .

Development of damage functions for flood risk assessment in the city of Colombo (Sri Lanka)

Dennis Wagenaar, Kumari M. Weerasinghe, N.M.S.I. Arambepola, 2018 .

Data-mining for multi-variable flood damage modelling with limited data

Dennis Wagenaar, Laurens M. Bouwer, Jurjen de Jong, 2017 .

Room for Rivers: Risk Reduction by Enhancing the Flood Conveyance Capacity of The Netherlands’ Large Rivers

Frans Klijn, Dennis Wagenaar, Nathalie E. M. Asselman, 2018, Geosciences.