Random Forest with Sampling Techniques for Handling Imbalanced Prediction of University Student Depression. - Siriporn Sawangarreerak; Putthiporn Thanathamathee (Inf., 2020)

Enhancing Going Concern Prediction With Anchor Explainable AI and Attention-Weighted XGBoost. - Putthiporn Thanathamathee; Siriporn Sawangarreerak; Dinna Nina Mohd Nizam (IEEE Access, 2024)

Anchor-Based Explainable and Causal Artificial Intelligence for Enhancing Financial Predictions of Future Earnings. - Siriporn Sawangarreerak; Putthiporn Thanathamathee; Pankaewta Lakkanawanit; Nor Shaipah Abdul Wahab (IEEE Access, 2025)