Browsing Journals and Magazines by Author "Ekanayake, IU"

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

Meddage, DPP; Ekanayake, IU; Weerasuriya, AU; Lewangamage, CS; Tse, KT; Miyanawala, TP; Ramanayaka, CDE

This study used explainable machine learning (XML), a new branch of Machine Learning (ML), to elucidate how ML models make predictions. Three tree-based regression models, Decision Tree (DT), Random Forest (RF), and Extreme ...
Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface

Kulasooriya, WKVJB; Ranasinghe, RSS; Perera, US; Thisovithan, P; Ekanayake, IU; Meddage, DPP [Article-Full-text]

This study investigated the importance of applying explainable artificial intelligence (XAI) on different machine learning (ML) models developed to predict the strength characteristics of basalt-fiber reinforced concrete ...

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