Imesh Udara Ekanayake|I.U. Ekanayake, Imesh Ekanayake

Imesh Udara Ekanayake|I.U. Ekanayake, Imesh Ekanayake

University of Peradeniya - Peradeniya / Sri Lanka
Engineering & Technology / Computer Science
AD Scientific Index ID: 4751030
வொர்க்னியா பல்கலைக்கழகம்
person_outline Imesh Udara Ekanayake|I.U. Ekanayake, Imesh Ekanayake's MOST POPULAR ARTICLES
1-) 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 RathnayakeCase Studies in Construction Materials, e01059, 2022362022
2-) Chronic kidney disease prediction using machine learning methodsIU Ekanayake, D Herath2020 Moratuwa Engineering Research Conference (MERCon), 260-265, 2020282020
3-) Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settingsDPP Meddage, IU Ekanayake, AU Weerasuriya, CS Lewangamage, ...Journal of Wind Engineering and Industrial Aerodynamics 226, 105027, 202232022
4-) Interpretation of machine-learning-based (black-box) wind pressure predictions for low-rise gable-roofed buildings using Shapley additive explanations (SHAP)P Meddage, I Ekanayake, US Perera, HM Azamathulla, MA Md Said, ...Buildings 12 (6), 734, 2022352022
5-) A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniquesP Thisovithan, H Aththanayake, DPP Meddage, IU Ekanayake, ...Results in Engineering 19, 101388, 2023312023