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Author

Seow Woo Edmund Chua

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#explainable ai Open access Oct 2026

Explainable Hybrid AI for Detecting Ledger Manipulation in SME Accounting Systems: A Cyber-Forensic Framework Using Deep Autoencoders, XGBoost and SHAP

This working paper develops and evaluates an explainable hybrid artificial-intelligence framework for detecting anomalous general-ledger transactions in small and medium-sized enterprise (SME) accounting systems. A synthetic SME general ledger comprising 50,000 transactions across 400 accounts and 80 users was generate...

Seow Woo Edmund Chua · 0 citations
#explainable ai Open access Oct 2026

Explainable Hybrid AI for Detecting Ledger Manipulation in SME Accounting Systems: A Cyber-Forensic Framework Using Deep Autoencoders, XGBoost and SHAP

This working paper develops and evaluates an explainable hybrid artificial-intelligence framework for detecting anomalous general-ledger transactions in small and medium-sized enterprise (SME) accounting systems. A synthetic SME general ledger comprising 50,000 transactions across 400 accounts and 80 users was generate...

Seow Woo Edmund Chua · 0 citations

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