Titlebook: Netherlands Annual Review of Military Studies 2015; The Dilemma of Leavi J?rg Noll,Daan Wollenberg,Irene Kemenade Book 2016 The Editor(s) (

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The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE

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,Hitting a Moving Target: Evaluating the ‘Exit’ from State-building Missions,th the conditions of . reveals several complications either in relation to the subject of evaluation, the research process needed to collect and analyse the required data, or the context of violent conflict. Improvements of evaluation practice in state-building operations can be achieved by working

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Book 2016lthough some of those conflicts are still ongoing, valid inferences can be drawn. An important one is that exit forms a problem for those who leave and for those who stay. While political and military objectives might not have been reached and many of those involved have the feeling that the job is

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mulation data generated by finite element analysis is employed to train the network. However, the computational cost and complexity of modeling the wave propagation contribute to the limited practicality of supervised methods. In this paper, we present an unsupervised physics-inspired learning metho

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Theo Brinkelr we show that training naively with such a loss function and multiple diverse datasets can lead to a form of shortcut learning, where the model associates label presence with domain characteristics, leading to a drop in performance. To address this problem, we propose a novel . scheme to break the

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Desiree Verweij average consensus Dice score of 0.6134. The best performing model is the Mask R-CNN architecture, achieving an average Dice score of 0.7249 across all image quality categories and a Dice score of 0.8218 on high quality images. We provide the C-TRUS dataset at ..