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Responsible AI in automated credit scoring systems

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References

2015Certifying and Removing Disparate Impact1,827 cited
2018Mitigating Unwanted Biases with Adversarial Learning1,428 cited
2011Data preprocessing techniques for classification without discrimination1,344 cited
2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
2012Decision Theory for Discrimination-Aware Classification300 cited
2019Fairness Under Unawareness150 cited
2020Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness99 cited
2020Responsible A.I.-based Credit Scoring – A Legal Framework30 cited

Cited by

2025Algorithmic trust and regulation: Governance, ethics, legal, and social implications blueprint for Indonesia's central banking15 cited
2024Measuring adherence to AI ethics: a methodology for assessing adherence to ethical principles in the use case of AI-enabled credit scoring application11 cited

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