Essays about: "Valeria Helle"

Found 1 essay containing the words Valeria Helle.

  1. 1. Improving armed conflict prediction using machine learning : ViEWS+

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Valeria Helle; Andra-Stefania Negus; Jakob Nyberg; [2018]
    Keywords : Machine learning; supervised machine learning; conflict prediction; peace and conflict; feature selection; parameter selection; random forest; decision trees;

    Abstract : Our project, ViEWS+, expands the software functionality of the Violence EarlyWarning System (ViEWS). ViEWS aims to predict the probabilities of armed conflicts in the next 36 months using machine learning. Governments and policy-makers may use conflict predictions to decide where to deliver aid and resources, potentially saving lives. READ MORE