Capturing Complexity: Transferable flood impact models with Machine Learning

D.J. Wagenaar

Research output: PhD ThesisPhD-Thesis - Research and graduation internal

584 Downloads (Pure)
Original languageEnglish
QualificationPhD
Awarding Institution
  • Vrije Universiteit Amsterdam
Supervisors/Advisors
  • Aerts, Jeroen, Supervisor
  • de Moel, Hans, Co-supervisor
  • Bouwer, L.M., Co-supervisor
Award date2 Sept 2020
Print ISBNs9789081406703
Publication statusPublished - 2020

Keywords

  • Flood damage
  • flood loss
  • machine learning
  • domain adaptation
  • model transfer
  • transferability
  • sample selection bias correction

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