49 citations · 98 across the 3 of their papers we have counts for
3 papers
A Topic Modeling Approach to Classifying Open Street Map Health Clinics and Schools in Sub-Saharan Africa
Joshua W. Anderson, Luis Iñaki Alberro Encina, Tina George Karippacheril +2
Data deprivation, or the lack of easily available and actionable information on the well-being of individuals, is a significant challenge for the developing world and an impediment…
Monitoring War Destruction from Space: A Machine Learning Approach
Hannes Mueller, Andre Groger, Jonathan Hersh +2
Existing data on building destruction in conflict zones rely on eyewitness reports or manual detection, which makes it generally scarce, incomplete and potentially biased. This lac…
Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico
Boris Babenko, Jonathan Hersh, David Newhouse +2
Mapping the spatial distribution of poverty in developing countries remains an important and costly challenge. These "poverty maps" are key inputs for poverty targeting, public goo…