نتائج البحث - D. P. P. Meddage

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

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Integrating explainable machine learning and user-centric model for diagnosing cardiovascular disease: A novel approach حسب Gangani Dharmarathne, Madhusha Bogahawaththa, Upaka Rathnayake, D.P.P. Meddage

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A novel machine learning approach for diagnosing diabetes with a self-explainable interface حسب 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 حسب P. Thisovithan, Harinda Aththanayake, D.P.P. Meddage, I.U. Ekanayake, Upaka Rathnayake

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Explainable machine learning-based prediction of blast loads on structural surfaces in two-dimensional spatial coordinates حسب C. Widanage, D. Mohotti, C.K. Lee, D.P.P. Meddage, K. Wijesooriya

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On the diagnosis of chronic kidney disease using a machine learning-based interface with explainable artificial intelligence حسب Gangani Dharmarathne, Madhusha Bogahawaththa, Marion McAfee, Upaka Rathnayake, D.P.P. Meddage

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

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Adapting cities to the surge: A comprehensive review of climate-induced urban flooding حسب Gangani Dharmarathne, A.O. Waduge, Madhusha Bogahawaththa, Upaka Rathnayake, D.P.P. Meddage

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A review of machine learning and internet-of-things on the water quality assessment: Methods, applications and future trends حسب Gangani Dharmarathne, A.M.S.R. Abekoon, Madhusha Bogahawaththa, Janaka Alawatugoda, D.P.P. Meddage

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Influence of Crumb Rubber and Coconut Coir on Strength and Durability Characteristics of Interlocking Paving Blocks حسب 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 حسب D. P. P. Meddage, I. U. Ekanayake, Sumudu Herath, R. Gobirahavan, Nitin Muttil, Upaka Rathnayake

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Effect of endogenous and anthropogenic factors on the alkalinisation and salinisation of freshwater in United States by using explainable machine learning حسب N.D. Wimalagunarathna, Gangani Dharmarathne, I.U. Ekanayake, Upaka Rathanayake, Janaka Alwatugoda, D.P.P. Meddage

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

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Machine learning approach to predict the mechanical properties of cementitious materials containing carbon nanotubes حسب Nader M. Okasha, Masoomeh Mirrashid, Hosein Naderpour, Aybike Ozyuksel Ciftcioglu, D.P.P. Meddage, Nima Ezami

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Justifying the prediction of major soil nutrients levels (N, P, and K) in cabbage cultivation حسب Thilina Abekoon, Hirushan Sajindra, B.L.S.K. Buthpitiya, Namal Rathnayake, D.P.P. Meddage, Upaka Rathnayake

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In-depth simulation of rainfall–runoff relationships using machine learning methods حسب Mehdi Fuladipanah, Alireza Shahhosseini, Namal Rathnayake, Hazi Md. Azamathulla, Upaka Rathnayake, D. P. P. Meddage, Kiran Tota-Maharaj

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

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Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanation... حسب Randika K. Makumbura, Lakindu Mampitiya, Namal Rathnayake, D.P.P. Meddage, Shagufta Henna, Tuan Linh Dang, Yukinobu Hoshino, Upaka Rathnayake

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Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface حسب 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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Eco-friendly mix design of slag-ash-based geopolymer concrete using explainable deep learning حسب R.S.S. Ranasinghe, W.K.V.J.B. Kulasooriya, Udara Sachinthana Perera, I.U. Ekanayake, D.P.P. Meddage, Damith Mohotti, Upaka Rathanayake

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