Hybrid-optimized ensemble learning models and GUI for predicting compressive strength of fly ash and slag concrete
Suleiman Abdulrahman, Abba Bashir, AIB Farouk, Sadi Ibrahim Haruna, Abdulrahman Haruna, Sani I. Abba
Topics & Concepts
Fly ashCompressive strengthBoosting (machine learning)Ensemble learningEnsemble forecastingGradient boostingBayesian optimizationMaterials scienceSuperplasticizerMachine learningComputer scienceStatistical ensembleMonte Carlo methodBayesian inferenceAcrylonitrile butadiene styreneNonlinear systemCategorical variableResponse surface methodologyBayesian probabilityNaive Bayes classifierSupport vector machinePortland cementNonlinear regressionCementArtificial intelligenceSlag (welding)Probabilistic logicCompressed sensingNonlinear programmingUncertainty quantificationLeverage (statistics)Predictive modellingSensitivity (control systems)Structural engineeringInnovative concrete reinforcement materialsConcrete and Cement Materials ResearchInfrastructure Maintenance and Monitoring