Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material - Ahmad, Ayaz; Farooq, Furqan; Ostrowski, Krzysztof Adam; Śliwa-Wieczorek, Klaudia; Czarnecki, Slawomir (Materials, 2021)
Keywords: Accuracy; Algorithms; Artificial neural networks; Chloride; Chloride ions; Concrete; Construction; Correlation coefficients; Corrosion; Decision trees; Deep learning; Gene expression; Laboratories; Laboratory tests; Learning theory; Literature reviews; Machine learning; Mechanical properties; Reinforced concrete; Reinforcing steels; Root-mean-square errors; Support vector machines; Variables; concrete; individual algorithm; artificial neural networks; gene expression programming; surface chloride concentration; aggressive ions environment