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Responsible AI in automated credit scoring systems · Study

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ArticleResponsible AI in automated credit scoring systems

Krishna Ravali Jammalamadaka2022

Article2022

Responsible AI in automated credit scoring systems

Krishna Ravali Jammalamadaka · Srikanth Itapu

30 citations·0/0 files stored·AI and Ethics

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Ethics and Social Impacts of AI Financial Distress and Bankruptcy Prediction Explainable Artificial Intelligence (XAI)

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References

2015Certifying and Removing Disparate Impact 2018Mitigating Unwanted Biases with Adversarial Learning 2011Data preprocessing techniques for classification without discrimination 2012Fairness-Aware Classifier with Prejudice Remover Regularizer 2012Decision Theory for Discrimination-Aware Classification 2019Fairness Under Unawareness 2020Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness 2020Responsible A.I.-based Credit Scoring – A Legal Framework

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

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Year2022

Typearticle

Published2022-06-07

VenueAI and Ethics

ISSN-L2730-5953

Languageen

Citations30

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/s43681-022-00175-3

openalex_workW4281704500

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