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7 cases found

Uganda Operational Deployment (Limited Rollout)

AI-Enabled Refugee Forecasting for Uganda's Displacement Crisis Response Mechanism (DCRM)

Prediction (including forecasting) Trend and shock forecasting

Uganda's Displacement Crisis Response Mechanism (DCRM) is the world's first displacement risk...

Confirmed Classical ML 2018
Uganda Design & Development Phase

SEWAA-Linked AI Climate Forecasting for Uganda's National Integrated Early Warning System (NIEWS)

Prediction (including forecasting) Trend and shock forecasting

Uganda's National Integrated Early Warning System (NIEWS), operated through the National Emergency...

Likely Deep learning 2025
South Sudan Operational Deployment (Limited Rollout)

AHEAD – Anticipatory Humanitarian Action for Displacement (Foresight Model)

Prediction (including forecasting) Trend and shock forecasting

The AHEAD (Anticipatory Humanitarian Action for Displacement) model is a machine learning system...

Confirmed Classical ML 2017
Philippines Pilot / Controlled Trial Phase

AI-Enabled Typhoon Impact Forecasting for Anticipatory Action (Philippines, OCHA/CERF)

Prediction (including forecasting) Trend and shock forecasting

The Philippines Anticipatory Action Framework for Tropical Cyclones is an operational programme...

Confirmed Classical ML 2021
Malawi Pilot / Controlled Trial Phase

MIRA – Machine Learning Food Security Forecasting for Anticipatory Action (Southern Malawi)

Prediction (including forecasting) Trend and shock forecasting

The Measurement Indicators for Resilience Analysis (MIRA) system is a machine-learning-enabled food...

Confirmed Classical ML 2016
Mali Operational Deployment (Limited Rollout)

Ignitia Climate Advisory (SMS weather advice for smallholders).

Prediction (including forecasting) Trend and shock forecasting

Ignitia is an external startup and social enterprise supported by the World Food Programme (WFP)...

Confirmed Classical ML 2010
Ethiopia Operational Deployment (Limited Rollout)

SEWAA — AI-Enhanced Rainfall Forecasting for Anticipatory Action in Ethiopia

Prediction (including forecasting) Trend and shock forecasting

The Strengthening Early Warning Systems for Anticipatory Action (SEWAA) project in Ethiopia applies...

Confirmed Deep learning 2023