Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm - Ahmad, Ayaz; Farooq, Furqan; Niewiadomski, Pawel; Ostrowski, Krzysztof; Akbar, Arslan; Aslam, Fahid; Alyousef, Rayed (Materials, 2021)
Keywords: Algorithms; Bagging; Carbon dioxide; Cement industry; Civil engineering; Compressive strength; Concrete; Construction; Decision trees; Environmental impact; Fly ash; Gene expression; Greenhouse gases; Machine learning; Mechanical properties; Model accuracy; Optimization; Reinforced concrete; Root-mean-square errors; Sugarcane; Superplasticizers; Waste materials; concrete compressive strength; decision tree; DT-bagging regression; fly ash waste; ensemble modeling; cross-validation python