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FanFAIR: sensitive data sets semi-automatic fairness assessment

Abstract Background Research has shown how data sets convey social bias in Artificial Intelligence systems, especially those based on machine learning. A biased data set is not representative of reality and might contribute to perpetuate societal biases within the model. To tackle this problem, it i...

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Autors principals: Chiara Gallese, Teresa Scantamburlo, Luca Manzoni, Simone Giannerini, Marco S. Nobile
Format: Artigo
Idioma:Inglês
Publicat: BMC 2025-09-01
Col·lecció:BMC Medical Informatics and Decision Making
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Accés en línia:https://doi.org/10.1186/s12911-025-03184-4
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