Dech Thammasiri

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Predicting student attrition is an intriguing yet challenging problem for any academic institution. Classimbalanced data is a common in the field of student retention, mainly because a lot of students register but fewer students drop out. Classification techniques for imbalanced dataset can yield deceivingly high prediction accuracy where the overall(More)
Animal traceability is crucial to human health in food safety. It is one of the most concerned issues in developed countries. Animal backgrounds including feeding, decease, medicine, vaccine, health check, movement, and so on, are essential information for customers to ensure the safety of the meat they purchased. Thailand exports economic animals, e.g.,(More)
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