Lakindu Mampitiya

Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanations (SHAP) for interpreting the black-box nature

Randika K. Makumbura, Lakindu Mampitiya, Namal Rathnayake et al. · Results in Engineering · 2024 · 131 citations · Full text

Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka

Lakindu Mampitiya, Namal Rathnayake, Lee P. Leon et al. · Environments · 2023 · 70 citations · Full text

Environmental Monitoring, Engineering, Air Pollution Measurement +21

Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM10

Lakindu Mampitiya, Namal Rathnayake, Yukinobu Hoshino et al. · Journal of Hazardous Materials Advances · 2023 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Artificial intelligence to predict soil temperatures by development of novel model

Lakindu Mampitiya, Kenjabek Rozumbetov, Namal Rathnayake et al. · Scientific Reports · 2024 · 25 citations · Full text

Efficient and Low-Cost Skin Cancer Detection System Implementation with a Comparative Study Between Traditional and CNN-Based Models

Lakindu Mampitiya, Namal Rathnayake, Subashini De Silva · Journal of Computational and Cognitive Engineering · 2022 · 24 citations · Full text