A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP) by I.U. Ekanayake, D.P.P. Meddage, Upaka Rathnayake

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Exploring the applicability of expanded polystyrene (EPS) based concrete panels as roof slab insulation in the tropics by D.P.P. Meddage, Aaron Chadee, M.T.R. Jayasinghe, Upaka Rathnayake

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A novel machine learning approach for diagnosing diabetes with a self-explainable interface by Gangani Dharmarathne, Thilini N. Jayasinghe, Madhusha Bogahawaththa, D.P.P. Meddage, Upaka Rathnayake

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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 by P. Thisovithan, Harinda Aththanayake, D.P.P. Meddage, I.U. Ekanayake, Upaka Rathnayake

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A Simplified Mathematical Formulation for Water Quality Index (WQI): A Case Study in the Kelani River Basin, Sri Lanka by Randika Makubura, D. P. P. Meddage, Hazi Md. Azamathulla, Manish Pandey, Upaka Rathnayake

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Influence of Crumb Rubber and Coconut Coir on Strength and Durability Characteristics of Interlocking Paving Blocks by Sajani Gamage, Sandini Palitha, D. P. P. Meddage, Shayani Mendis, Hazi Md. Azamathulla, Upaka Rathnayake

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Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence by D. P. P. Meddage, I. U. Ekanayake, Sumudu Herath, R. Gobirahavan, Nitin Muttil, Upaka Rathnayake

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A new frontier in streamflow modeling in ungauged basins with sparse data: A modified generative adversarial network with explainable AI by U.A.K.K. Perera, D.T.S. Coralage, I.U. Ekanayake, Janaka Alawatugoda, D.P.P. Meddage

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Evaluating expressway traffic crash severity by using logistic regression and explainable & supervised machine learning classifiers by J.P.S. Shashiprabha Madushani, R.M. Kelum Sandamal, D.P.P. Meddage, H.R. Pasindu, P.I. Ayantha Gomes

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Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface by W. K. V. J. B. Kulasooriya, R. S. S. Ranasinghe, Udara Sachinthana Perera, P. Thisovithan, I. U. Ekanayake, D. P. P. Meddage

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