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2022
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Issue Date
Title
Author(s)
2022-04
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)
Ekanayake, I.U
;
Meddage, D. P. P
;
Rathnayake, U
2022-07
Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settings
Meddage, D. P. P
;
Ekanayake, I
;
Weerasuriya, A
;
Lewangamage, C. S
;
Ramanayaka, C. D. E
;
Miyanawala, T
Discover
Author
2
Meddage, D. P. P
1
Ekanayake, I
1
Ekanayake, I.U
1
Lewangamage, C. S
1
Miyanawala, T
1
Ramanayaka, C. D. E
1
Rathnayake, U
1
Weerasuriya, A
Subject
1
Compressive strength
1
Laplacian kernel Ridge Regression
1
Low-rise building
1
Machine learning
1
SHAP
1
SHAP explanation
1
Tree-based regression
1
Wind pressure
Date issued
2
2022
Has File(s)
2
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