Machine learning and data segmentation for building energy use prediction—a comparative study

Mathematics

• Segmentation 100%
• Comparative Study 92%
• Machine Learning 90%
• Forecast 61%
• Energy 55%
• Prediction 33%
• Support Vector Regression 31%
• Polynomial Regression 26%
• Artificial Neural Network 26%
• Percentage 23%
• Training 21%
• Statistical Learning 13%
• Prediction Model 13%
• Buildings 13%
• Range of data 12%
• Prediction Error 12%
• Preprocessing 11%
• Horizon 10%
• Predict 9%
• Strategy 7%
• Demonstrate 6%
• Framework 5%

Engineering & Materials Science

• Machine learning 60%
• Polynomial regression 38%
• Support vector regression 32%
• Neural networks 16%
• Managers 11%