28 citations · 51 across the 6 of their papers we have counts for
3 papers · 1 filter
Impact of weather factors on migration intention using machine learning algorithms
John Aoga, Juhee Bae, Stefanija Veljanoska +2
A growing attention in the empirical literature has been paid to the incidence of climate shocks and change in migration decisions. Previous literature leads to different results a…
An LSTM approach to Forecast Migration using Google Trends
Nicolas Golenvaux, Pablo Gonzalez Alvarez, Harold Silvère Kiossou +1
Being able to model and forecast international migration as precisely as possible is crucial for policymaking. Recently Google Trends data in addition to other economic and demogra…
Using an interpretable Machine Learning approach to study the drivers of International Migration
Harold Silvère Kiossou, Yannik Schenk, Frédéric Docquier +3
Globally increasing migration pressures call for new modelling approaches in order to design effective policies. It is important to have not only efficient models to predict migrat…