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Author

Wattana Punlumjeak

ORCID: 0000-0003-0774-3803
Observed ORCID: 0000-0003-0774-3803
OpenAlex ID: A5006693474
A comparison of feature selection approach between greedy, IG-ratio, Chi-square, and mRMR in educational mining
2015 · Nachirat Rachburee, Wattana Punlumjeak · 69
A comparative study of feature selection techniques for classify student performance
2015 · Wattana Punlumjeak, Nachirat Rachburee · 45
An assistive model of obstacle detection based on deep learning: YOLOv3 for visually impaired people
2021 · Nachirat Rachburee, Wattana Punlumjeak · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 35
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Lotus species classification using transfer learning based on VGG16, ResNet152V2, and MobileNetV2
2022 · Nachirat Rachburee, Wattana Punlumjeak · IAES International Journal of Artificial Intelligence · 25
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Oversampling technique in student performance classification from engineering course
2021 · Nachirat Rachburee, Wattana Punlumjeak · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 16
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Improving Classification of Imbalanced Student Dataset Using Ensemble Method of Voting, Bagging, and Adaboost with Under-Sampling Technique
2017 · Wattana Punlumjeak, Sitti Rugtanom, et al. · Lecture notes in electrical engineering · 8
Big Data Analytics: Student Performance Prediction Using Feature Selection and Machine Learning on Microsoft Azure Platform
2017 · Wattana Punlumjeak, Nachirat Rachburee, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 8
A Prediction of Engineering Students Performance from Core Engineering Course Using Classification
2015 · Nachirat Rachburee, Wattana Punlumjeak, et al. · Lecture notes in electrical engineering · 6
Failure Part Mining Using an Association Rules Mining by FP-Growth and Apriori Algorithms: Case of ATM Maintenance in Thailand
2017 · Nachirat Rachburee, Jedsada Arunrerk, et al. · Lecture notes in electrical engineering · 5
Big Data Analytics: Feature Selection and Machine Learning for Intrusion Detection on Microsoft Azure Platform
2017 · Nachirat Rachburee, Wattana Punlumjeak · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 5
Time Series Analysis for Fail Spare Part Prediction: Case of ATM Maintenance
2017 · Nachirat Rachburee, Samatachai Jantarat, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 3
A Major Recommendation System in Educational Mining
2021 · Nachirat Rachburee, Patrapee Sunantapot, et al. · International Conference on Cyber Management and Engineering (CyMaEn) · 1
An Analytics Prediction Model of Monthly Rainfall Time Series: Case of Thailand
2017 · Wattana Punlumjeak, Jedsada Arunrerk, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC)
Works count: 13
Citation count: 226
H-index: 7
I10-index: 5
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