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Lakindu Induwara Mampitiya

Observed name: Lakindu Mampitiya
ORCID: 0000-0002-4397-2526
Observed ORCID: 0000-0002-4397-2526
OpenAlex ID: A5034160777
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
2024 · Randika K. Makumbura, Lakindu Mampitiya, et al. · Results in Engineering · 264
Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka
2023 · Lakindu Mampitiya, Namal Rathnayake, et al. · Environments · 79
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Artificial intelligence to predict soil temperatures by development of novel model
2024 · Lakindu Mampitiya, Kenjabek Rozumbetov, et al. · Scientific Reports · 40
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Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM10
2023 · Lakindu Mampitiya, Namal Rathnayake, et al. · Journal of Hazardous Materials Advances · 37
Efficient and Low-Cost Skin Cancer Detection System Implementation with a Comparative Study Between Traditional and CNN-Based Models
2022 · Lakindu Induwara Mampitiya, Namal Rathnayake, et al. · Journal of Computational and Cognitive Engineering · 33
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Performance of machine learning models to forecast PM10 levels
2024 · Lakindu Mampitiya, Namal Rathnayake, et al. · MethodsX · 24
Classification of Human Emotions using Ensemble Classifier by Analysing EEG Signals
2021 · Lakindu Induwara Mampitiya, Rizma Nalmi, et al. · IEEE International Conference on Cognitive Machine Intelligence (CogMI) · 11
Explainable artificial intelligence to estimate the Sri Lankan (Ceylon) Tea crop yield
2025 · Lakindu Mampitiya, Harindu S. Sumanasekara, et al. · Smart Agricultural Technology · 9
An Efficient Ocular Disease Recognition System Implementation using GLCM and LBP based Multilayer Perception Algorithm
2022 · Lakindu Induwara Mampitiya, Namal Rathnayake · IEEE Mediterranean Electrotechnical Conference (MELECON) · 5
AI-Driven Forecasting of PM10 Concentrations in the Republic of Ireland: Integrating Machine Learning for Urban Air Quality Prediction
2025 · Lakindu Mampitiya, Namal Rathnayake, et al. · Aerosol Science and Engineering · 4
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Performance Comparison of Sea Fish Species Classification using Hybrid and Supervised Machine Learning Algorithms
2022 · Lakindu Induwara Mampitiya, Rizma Nalmi, et al. · Moratuwa Engineering Research Conference (MERCon) · 4
AI-Powered Soil Temperature Modeling for Sustainable Agriculture in Arid Regions: A Case Study of Bustan, Uzbekistan
2026 · Lakindu Mampitiya, Namal Rathnayake, et al. · Journal of Data Science and Intelligent Systems · 2
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Artificial intelligence to evaluate the impact of urban green and blue spaces on chlorophyll-a concentrations
2025 · Panchali U. Fonseka, Lakindu Mampitiya, et al. · Environmental Science and Pollution Research · 2
Works count: 13
Citation count: 514
H-index: 8
I10-index: 7
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