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Creators/Authors contains: "Bang-Jensen, Bree"

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  1. ; ; ; ; (, 2023 International Symposium on the Tsetlin Machine (ISTM))
  2. ; ; ; ; (, 2023 International Symposium on the Tsetlin Machine (ISTM))
    In this paper we introduce a framework that utilizes an architecture based on the Tsetlin Machine to output explain- able rules for the prediction of political violence. The framework includes a data processing pipeline, modeling architecture, and visualization tools for early warning about notable events. We conducted an experimental study to explain and predict a one of the most notable events, - a civil war. We observed that the rules that we produced are consistent with theories that emphasize the continuing risks that accumulate from a history of conflict as well as the stickiness of civil war. 
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