Explainable artificial intelligence (XAI) in finance: A systematic literature review
J Černevičienė, A Kabašinskas - Artificial Intelligence Review, 2024 - Springer
As the range of decisions made by Artificial Intelligence (AI) expands, the need for
Explainable AI (XAI) becomes increasingly critical. The reasoning behind the specific …
Explainable AI (XAI) becomes increasingly critical. The reasoning behind the specific …
A survey on explainable anomaly detection
In the past two decades, most research on anomaly detection has focused on improving the
accuracy of the detection, while largely ignoring the explainability of the corresponding …
accuracy of the detection, while largely ignoring the explainability of the corresponding …
Interpretability methods applied to fraud detection intelligent systems: a systematic review
In a technological world, in which data is generated exponentially, financial analysis has
gradually become more important to avoid large losses due to fraud. Considering the large …
gradually become more important to avoid large losses due to fraud. Considering the large …