Namal Rathnayake

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

A Novel Optimization Algorithm: Cascaded Adaptive Neuro-Fuzzy Inference System

Namal Rathnayake, Tuan Linh Dang, Yukinobu Hoshino · International Journal of Fuzzy Systems · 2021 · 39 citations

Fuzzy Logic, Fuzzy Systems, Engineering +9

Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship

Namal Rathnayake, Upaka Rathnayake, Imiya M. Chathuranika et al. · Applied Soft Computing · 2023 · 39 citations

Surface Runoff, Engineering, Civil Engineering +3

An Efficient Automatic Fruit-360 Image Identification and Recognition Using a Novel Modified Cascaded-ANFIS Algorithm

Namal Rathnayake, Upaka Rathnayake, Tuan Linh Dang et al. · Sensors · 2022 · 37 citations · Full text

Image Classification, Machine Vision, Image Analysis +15