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Author

Idris Gautama So

2 papers indexed here

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Conference Sep 2026

KGEDO: A Knowledge-Guided Explainable Decision Optimisation Framework for Intelligent Accounting Information Systems

Artificial intelligence has enabled accounting information systems (AIS) to advance beyond transaction processing to predictive risk analytics. However, high predictive accuracy alone is not sufficient for management use: black-box scores do not explain how a decision threshold represents asymmetric business costs, whi...

Chau Van Van, A. Gui, Roggers Gang et al. · 0 citations
Conference Sep 2026

A CNN-LSTM Approach to Credit Scoring: Performance Evaluation with Implications for Explainability and Fairness

Credit risk assessment is an important process in financial institutions, since it highly influences the decision in giving loans, determining portfolio quality, and overall financial stability. Traditional approaches such as logistic regression and scorecard model is still often used because they can be easily underst...

Aditiya Hermawan, Idris Gautama So, Riki et al. · 0 citations

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