Thilina Abekoon

Employment

Employment history is unavailable.

Education

• University of Peradeniya BSc (Honors) Food Science and Technology
  2017 - 2022

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• Ensuring Turmeric Authenticity: A Web-Based AI Approach for Detecting Rice Flour Adulteration
  Manhari Palliyaguruge, Thilina Abekoon, Hirushan Sajindra +3 more
  Journal of Data Science and Intelligent Systems 2026 DOI: 10.47852/bonviewjdsis62027803
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• 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 +3 more
  Smart Agricultural Technology 2025 DOI: 10.1016/j.atech.2025.100879
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• A comprehensive review to evaluate the synergy of intelligent food packaging with modern food technology and artificial intelligence field
  Thilina Abekoon, B.L.S.K. Buthpitiya, Hirushan Sajindra +4 more
  Discover Sustainability 2024 DOI: 10.1007/s43621-024-00371-7
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• A novel deep learning model to predict the soil nutrient levels (N, P, and K) in cabbage cultivation
  Hirushan Sajindra, Thilina Abekoon, Anuradha Jayakody +1 more
  Smart Agricultural Technology 2024 DOI: 10.1016/j.atech.2023.100395
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• Image processing techniques to identify tomato quality under market conditions
  Thilina Abekoon, Hirushan Sajindra, Anuradha Jayakody +2 more
  Smart Agricultural Technology 2024 DOI: 10.1016/j.atech.2024.100433
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• Justifying the prediction of major soil nutrients levels (N, P, and K) in cabbage cultivation
  Thilina Abekoon, Hirushan Sajindra, B.L.S.K. Buthpitiya

  +3 more

  • Namal Rathnayake
  • D.P.P. Meddage
  • Upaka Rathnayake
  MethodsX 2024 DOI: 10.1016/j.mex.2024.102793
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• An Artificial Neural Network for Predicting Groundnut Yield Using Climatic Data
  Hirushan Sajindra, Thilina Abekoon, Eranga M. Wimalasiri +2 more
  AgriEngineering 2023 DOI: 10.3390/agriengineering5040106
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