Toward intelligent construction: Prediction of mechanical properties of manufactured-sand concrete using tree-based models

Business & Economics

• Mechanical Properties 100%
• Compressive Strength 74%
• Tensile Strength 69%
• Regression Tree 60%
• Prediction 55%
• Gradient 29%
• Graphical User Interface 22%
• Individual Model 17%
• Depletion 15%
• Correlation Coefficient 14%
• Deposits 12%
• Relative Importance 11%

Engineering & Materials Science

• Sand 60%
• Mechanical properties 44%
• Concretes 30%
• Compressive strength 29%
• Tensile strength 27%
• Random forests 24%
• Rivers 22%
• Graphical user interfaces 11%
• Deposits 11%
• Curing 10%

Earth & Environmental Sciences

• mechanical property 56%
• sand 41%
• tensile strength 34%
• prediction 34%
• compressive strength 32%
• river 11%