This article illustrates an approach to forecasting change in conflict fatalities designed address the complexity of drivers and processes armed conflicts. The design this is based on two main choices. First, account for specificity over time space, we model conflicts each individual country separately. Second, draw adaptive model—Dynamic Elastic Net, DynENet—which able efficiently select relev...