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  • Riccardo Guidotti, Anna Monreale, Salvat...
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    Aug 22nd, 2018
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    journalArticle
    Riccardo Guidotti, Anna Monreale, Salvat...
    Aug 22nd, 2018

    In recent years, many accurate decision support systems have been constructed as black boxes, that is as systems that hide their internal logic to the user. This lack of explanation constitutes both a practical and an ethical issue. The literature reports many approaches aimed at overcoming this crucial weakness, sometimes at the cost of sacrificing accuracy for interpretability. The applications in which black box decision systems can be used are various, and each approach is typically...

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