CTGAN-Based Model to Mitigate Data Scarcity for Cost Estimation in Green Building Projects

Engineering

• Cost Estimation 100%
• Green Building 100%
• Generative Adversarial Networks 100%
• Construction Cost 66%
• Limitations 33%
• Root Mean Square Error 33%
• Project Planning 33%
• Historical Data 33%
• Artificial Neural Network 33%
• Data Augmentation 33%

Earth and Planetary Sciences

• Green Building 100%
• Generative Adversarial Networks 100%
• Root-Mean-Square Error 33%
• Planning Process 33%
• Project Planning 33%
• Artificial Neural Network 33%
• Data Augmentation 33%