Increasing trust and fairness in machine learning applications within the mortgage industry

The integration of machine learning in applications provides opportunities for increased efficiency in many organisations. However, the deployment of such systems is often hampered by the lack of insight into how their decisions are reached, resulting in concerns about trust and fairness. In this ar...

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Hlavní autoři:	W. van Zetten, G.J. Ramackers, H.H. Hoos
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2022-12-01
Edice:	Machine Learning with Applications
Témata:	Explainable artificial intelligence Interpretable machine learning Fair artificial intelligence Bias detection Fraud detection
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2666827022000810
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