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Putthiporn Thanathamathee
Institution:
Walailak University
Observed institutions:
Chulalongkorn University,
Walailak University
ORCID:
0000-0002-1960-706X
Observed ORCID:
0000-0002-1960-706X
OpenAlex ID:
A5030636344
Handling imbalanced data sets with synthetic boundary data generation using bootstrap re-sampling and AdaBoost techniques
2013
·
Putthiporn Thanathamathee
, Chidchanok Lursinsap
·
Pattern Recognition Letters
·
90
Random Forest with Sampling Techniques for Handling Imbalanced Prediction of University Student Depression
2020
·
Siriporn Sawangarreerak
, Putthiporn Thanathamathee
·
Information
·
59
PDF
SHAP-Instance Weighted and Anchor Explainable AI: Enhancing XGBoost for Financial Fraud Detection
2024
·
Putthiporn Thanathamathee
, Siriporn Sawangarreerak
, et al.
·
Emerging Science Journal
·
47
Detecting and Analyzing Fraudulent Patterns of Financial Statement for Open Innovation Using Discretization and Association Rule Mining
2021
·
Siriporn Sawangarreerak
, Putthiporn Thanathamathee
·
Journal of Open Innovation Technology Market and Complexity
·
37
PDF
An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition
2023
·
Putthiporn Thanathamathee
, Siriporn Sawangarreerak
, et al.
·
Emerging Science Journal
·
20
PDF
Enhancing Going Concern Prediction With Anchor Explainable AI and Attention-Weighted XGBoost
2024
·
Putthiporn Thanathamathee
, Siriporn Sawangarreerak
, et al.
·
IEEE Access
·
14
Associated Patterns and Predicting Model of Life Trauma, Depression, and Suicide Using Ensemble Machine Learning
2022
·
Saifon Aekwarangkoon
, Putthiporn Thanathamathee
·
Emerging Science Journal
·
13
PDF
Boosting with feature selection technique for screening and predicting adolescents depression
2014
·
Putthiporn Thanathamathee
·
International Conference on Digital Information and Communication Technology and its Applications (DICTAP)
·
12
Discovering Future Earnings Patterns through FP-Growth and ECLAT Algorithms with Optimized Discretization
2022
·
Putthiporn Thanathamathee
, Siriporn Sawangarreerak
·
Emerging Science Journal
·
8
PDF
Anchor-Based Explainable and Causal Artificial Intelligence for Enhancing Financial Predictions of Future Earnings
2025
·
Siriporn Sawangarreerak
, Putthiporn Thanathamathee
, et al.
·
IEEE Access
·
4
Predictive Apriori Algorithm in Youth Suicide Prevention by Screening Depressive Symptoms from Patient Health Questionnaire-9
2019
·
Yaowarat Sirisathitkul
, Putthiporn Thanathamathee
, et al.
·
TEM Journal
·
3
PDF
Predicting Protein-Protein Interactions Using Correlation Coefficient and Principle Component Analysis
2009
·
Putthiporn Thanathamathee
, Chidchanok Lursinsap
·
International Conference on Bioinformatics and Biomedical Engineering
·
3
Unsupervised Deep Clustering With Hard Balanced Constraint: Application in Disciplinary-Focused Student Section Formation
2024
·
Siripinyo Chantamunee
, Pornpon Thamrongrat
, et al.
·
IEEE Access
·
2
Cloud Computing, AI Applications, and IT Governance: Serial Mediation of Service Supply Chain Performance
2026
·
Putthiporn Thanathamathee
, Siriporn Sawangarreerak
, et al.
·
Emerging Science Journal
PDF
Neural prediction of protein-protein interactions based on physicochemical correlation coefficients and bootstrapping for artificial data generation
2011
·
Putthiporn Thanathamathee
, Chidchanok Lursinsap
·
Chula Digiverse
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Works count:
15
Citation count:
312
H-index:
8
I10-index:
8
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