Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytics systems - researchr publication

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Agathe Balayn, Christoph Lofi, Geert-Jan Houben. Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytics systems. VLDB J., 30(5):739-768, 2021. [doi]

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