AIMC Topic: Social Problems

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Multivariate random forest prediction of poverty and malnutrition prevalence.

PloS one Sep 8, 2021
Advances in remote sensing and machine learning enable increasingly accurate, inexpensive, and timely estimation of poverty and malnutrition indicators to guide development and humanitarian agencies' programming. However, state of the art models ofte...
Humans Machine Learning Prevalence Developing Countries Poverty Malnutrition Multivariate Analysis Social Problems
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Measuring social, environmental and health inequalities using deep learning and street imagery.

Scientific reports Apr 18, 2019
Cities are home to an increasing majority of the world's population. Currently, it is difficult to track social, economic, environmental and health outcomes in cities with high spatial and temporal resolution, needed to evaluate policies regarding ur...
Humans Neural Networks, Computer Deep Learning Cities Socioeconomic Factors Income Employment Health Status Disparities London Housing Crime Satellite Imagery Social Problems
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Artificial intelligence alone won't solve the complexity of Earth sciences.

Nature Feb 1, 2019
Artificial Intelligence Deep Learning Earth Sciences Social Problems
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