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Engineering2022

A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)

IU Ekanayake, DPP Meddage, U Rathnayake

Case Studies in Construction Materials

CIAIR Authors:

Imesh Ekanayake*Pasindu Meddage Upaka Rathnayake

Image for A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)

Citations:332

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Health & Medicine2020

Chronic kidney disease prediction using machine learning methods

IU Ekanayake, D Herath

2020 Moratuwa Engineering Research Conference (MERCon), 260–265

CIAIR Authors:

Imesh Ekanayake*

Image for Chronic kidney disease prediction using machine learning methods

Citations:99

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Environment2024

Adapting cities to the surge: A comprehensive review of climate-induced urban flooding

Gangani Dharmarathne, AO Waduge, Madhusha Bogahawaththa, Upaka Rathnayake, DPP Meddage

Results in Engineering

CIAIR Authors:

Pasindu Meddage Upaka Rathnayake Madhusha Bogahawatta Gangani Dharmarathna*

Image for Adapting cities to the surge: A comprehensive review of climate-induced urban flooding

Citations:75

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Engineering2022

Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settings

DPP Meddage, IU Ekanayake, AU Weerasuriya, CS Lewangamage, …

Journal of Wind Engineering and Industrial Aerodynamics

CIAIR Authors:

Imesh Ekanayake Pasindu Meddage*

Image for Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settings

Citations:64

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Health & Medicine2024

A novel machine learning approach for diagnosing diabetes with a self-explainable interface

Gangani Dharmarathne, Thilini N Jayasinghe, Madhusha Bogahawaththa, DPP Meddage, Upaka Rathnayake

Healthcare analytics

CIAIR Authors:

Pasindu Meddage Upaka Rathnayake Madhusha Bogahawatta Gangani Dharmarathna*

Image for A novel machine learning approach for diagnosing diabetes with a self-explainable interface

Citations:60

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Engineering2023

A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniques

P Thisovithan, H Aththanayake, DPP Meddage, IU Ekanayake

Results in Engineering

CIAIR Authors:

Imesh Ekanayake Pasindu Meddage Upaka Rathnayake

Image for A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniques

Citations:58

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