A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)

Author:

Ekanayake I.U.,Meddage D.P.P.,Rathnayake Upaka

Publisher

Elsevier BV

Subject

Materials Science (miscellaneous)

Reference103 articles.

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2. Nature-inspired metaheuristic regression system: programming and implementation for civil engineering applications;Chou;J. Comput. Civ. Eng.,2016

3. Water-cement ratio as a basis of concrete quality;Abrams;J. Proc.,1927

4. Analysis of concrete strength versus water-cement ratio relationship;Popovics;Mater. J.,1990

5. Strength of concrete in warm and dry environment;Cebeci;Mater. Struct.,1987

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