RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations.
Ricardo MüllerMarco SchreyerTimur SattarovDamian BorthPublished in: CoRR (2022)
Keyphrases
- generating explanations
- anomaly detection
- financial statements
- game theory
- stock market
- machine learning
- risk management
- databases
- anomalous behavior
- financial crisis
- detecting anomalies
- financial data
- decision making
- information retrieval
- data sets
- domain theory
- listed companies
- causal models
- decision support system
- additive model