Putthiporn Thanathamathee

Handling imbalanced data sets with synthetic boundary data generation using bootstrap re-sampling and AdaBoost techniques

Putthiporn Thanathamathee, Chidchanok Lursinsap · Pattern Recognition Letters · 2013 · 93 citations

Data Generation, Engineering, Machine Learning +8

Random Forest with Sampling Techniques for Handling Imbalanced Prediction of University Student Depression

Siriporn Sawangarreerak, Putthiporn Thanathamathee · Information · 2020 · 42 citations · Full text

Engineering, Data Science, Data Mining +15

Detecting and Analyzing Fraudulent Patterns of Financial Statement for Open Innovation Using Discretization and Association Rule Mining

Siriporn Sawangarreerak, Putthiporn Thanathamathee · Journal of Open Innovation Technology Market and Complexity · 2021 · 26 citations · Full text

SHAP-Instance Weighted and Anchor Explainable AI: Enhancing XGBoost for Financial Fraud Detection

Putthiporn Thanathamathee, Siriporn Sawangarreerak, Siripinyo Chantamunee et al. · Emerging Science Journal · 2024 · 18 citations · Full text

An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition

Putthiporn Thanathamathee, Siriporn Sawangarreerak, Prateep Kongkla et al. · Emerging Science Journal · 2023 · 16 citations · Full text

Masked Facial Recognition, Machine Learning, Optimized Machine Learning +20