Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance

This publication has 40 references indexed in Scilit:

• A business process mining application for internal transaction fraud mitigation
  Expert Systems with Applications, 2011
• Predicting Material Accounting Misstatements*
  Contemporary Accounting Research, 2011
• Identifying disgruntled employee systems fraud risk through text mining: A simple solution for a multi-billion dollar problem
  Decision Support Systems, 2009
• Selection Bias and Auditing Policies for Insurance Claims
  Journal of Risk and Insurance, 2007
• The Economics of Fraudulent Accounting
  The Review of Financial Studies, 2007
• A process-mining framework for the detection of healthcare fraud and abuse
  Expert Systems with Applications, 2006
• Fraud Detection Using a Multinomial Logit Model With Missing Information
  Journal of Risk and Insurance, 2005
• Cumulated gain-based evaluation of IR techniques
  ACM Transactions on Information Systems, 2002
• The Detection of Earnings Manipulation
  CFA Magazine, 1999
• Basic principles of ROC analysis
  Seminars in Nuclear Medicine, 1978