Thilina Abekoon

A novel application with explainable machine learning (SHAP and LIME) to predict soil N, P, and K nutrient content in cabbage cultivation

Thilina Abekoon, Hirushan Sajindra, Namal Rathnayake et al. · Smart Agricultural Technology · 2025 · 34 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

A novel deep learning model to predict the soil nutrient levels (N, P, and K) in cabbage cultivation

Hirushan Sajindra, Thilina Abekoon, Upaka Rathnayake · Smart Agricultural Technology · 2023 · 24 citations · Full text

Agriculture, Agronomy, Soil Sciences +17

An Artificial Neural Network for Predicting Groundnut Yield Using Climatic Data

Hirushan Sajindra, Thilina Abekoon, Eranga M. Wimalasiri et al. · AgriEngineering · 2023 · 16 citations · Full text

Agriculture, Agronomy, Crop Sciences +15

Image processing techniques to identify tomato quality under market conditions

Thilina Abekoon, Hirushan Sajindra, E. R. J. Samarakoon et al. · Smart Agricultural Technology · 2024 · 14 citations · Full text

Agriculture, Computer Science, Crop Sciences +15