The recent remarkable performance of Artificial Intelligence (AI), supported by Deep Learning techniques, has created expectations about its positive transforming potential in society. However, ethical and moral issues have also reappeared with great intensity. Interpretable AI emerges as a partial response to these concerns and the necessary continuous improvement.
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