Hyperspectral remote sensing for assessment of chlorophyll sufficiency levels in mature oil palm (Elaeis guineensis) based on frond numbers: Analysis of decision tree and random forest. - Amiratul Diyana Amirruddin; Farrah Melissa Muharam; Mohd Hasmadi Ismail; Mohd Firdaus Ismail; Ngai Paing Tan; Daljit Singh Karam (Comput. Electron. Agric., 2020)

Hyperspectral spectroscopy and imbalance data approaches for classification of oil palm's macronutrients observed from frond 9 and 17. - Amiratul Diyana Amirruddin; Farrah Melissa Muharam; Mohd Hasmadi Ismail; Ngai Paing Tan; Mohd Firdaus Ismail (Comput. Electron. Agric., 2020)

Synthetic Minority Over-sampling TEchnique (SMOTE) and Logistic Model Tree (LMT)-Adaptive Boosting algorithms for classifying imbalanced datasets of nutrient and chlorophyll sufficiency levels of oil palm (Elaeis guineensis) using spectroradiometers and unmanned aerial vehicles. - Amiratul Diyana Amirruddin; Farrah Melissa Muharam; Mohd Hasmadi Ismail; Ngai Paing Tan; Mohd Firdaus Ismail (Comput. Electron. Agric., 2022)