Taking Ethics, Fairness, and Bias Seriously in Machine Learning for Disaster Risk Management. - Robert Soden; Dennis Wagenaar; Dave Luo; Annegien Tijssen (CoRR, 2019)

Bayesian Data-Driven approach enhances synthetic flood loss models. - Nivedita Sairam; Kai Schröter; Francesca Carisi; Dennis Wagenaar; Alessio Domeneghetti; Daniel A. Molinari; Fabio Brill; Sally Priest; Christophe Viavattene; Bruno Merz; Heidi Kreibich (Environ. Model. Softw., 2020)

AI and Disaster Risk: A Practitioner Perspective. - Aparna Moitra; Dennis Wagenaar; Manveer Kalirai; Syed Ishtiaque Ahmed; Robert Soden (Proc. ACM Hum. Comput. Interact., 2022)