Explainability applied to fraud detection
Constructing probabilistic rule list.
Financial time-series modeling
Comparing hybrid neural networks and traditional models for financial time series.
Reinforcement learning trading strategy analysis
Explaining the decisions of reinforcement learning agents for portfolio management and comparing them with technical trading indicators.
Supervised deep learning for fraud detection
Evaluating supervised deep learning for credit card fraud detection on imbalanced tabular data.