Documents et rapports
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Machine Learning for Disaster Risk Management : Using Data to Protect People Across the Globe (anglais)
A machine learning (ML) algorithm is a type of computer program that learns to perform specific tasks based on various data inputs or rules provided by a human. Since disasters often affect poor and vulnerable...
Type de document: Fiche Numéro du rapport: 155064 Date du document: 1 décembre 2020 Mode de publication: Disclosed
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Uncovering Socioeconomic Gaps in Mobility Reduction during the COVID-19 Pandemic using Location Data : Uncovering Socioeconomic Gaps in Mobility Reduction during the COVID-19 Pandemic using Location Data (anglais)
In this paper, authors use GPS location data to characterize changes in human mobility as the pandemic unfolded. Researchers and policy analysts are now routinely using GPS location data collected from...
Type de document: Document de travail Numéro du rapport: 155047 Date du document: 27 juillet 2020 Mode de publication: Disclosed Auteur: Fraiberger,Samuel Paul,Astudillo Estevez,Pablo Andres,Candeago,Lorenzo,Chunet,Alex,Jones,Nicholas K.W.,Khan,Maham Faisal,Ribeiro Lepri,Luciana,Bruno,Lozano Gracia,Nancy,Lucchini,Lorenzo,Havens,Kathia Massaro,Emanuele,Montfort Ibieta,Aleister
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Responsible AI for Disaster Risk Management : Working Group Summary (anglais)
This document is intended to help practitioners and project managers working in disaster risk ensure that the deployment of artificial intelligence (AI) or machine learning (ML) technologies is done in...
Type de document: Document de travail Numéro du rapport: 155046 Date du document: 3 juillet 2020 Mode de publication: Disclosed