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Titlebook: Limits of Democracy; From the June 2013 U Marcos Nobre Book 2022 The Editor(s) (if applicable) and The Author(s), under exclusive license t

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Marcos Nobrepital archiving systems has many advantages as training data above manual single-class labels: they are expert annotations available in large quantities, covering a population-representative variety of pathologies, and they provide additional context to pathology diagnoses, such as anatomical locati
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Marcos Nobrels is that they are regarded as black-box models and lack of an explicit representation. In this work, a Guideline-based Additive eXplanation (GAX) framework is proposed for interpreting ML-based CAD systems. A medical guideline standardizes decision making in disease diagnosis. The idea of GAX is g
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Introduction,to the victory of Jair Bolsonaro in the presidential election of 2018. It frames the Brazilian case within the global cycle of protests of the 2011–2013 period and the subsequent rise of far-right movements as responses to the crisis of the traditional party systems based on the neoliberal consensus of the 1990s and 2000s
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Metrics, Analytics, and Parties in Digital Democracy,rom the immediate post-1945 period to the present. This includes the changes introduced by the new digital sociability and its structural constraints, enormously boosted by the isolation and social distancing imposed by the Covid-19 pandemic.
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Final Considerations,This final chapter summarizes the discussions conducted throughout the book and considers the possible futures for democracy in Brazil and in the rest of the world after the crisis of neoliberalism and the rise of the new extreme right.
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