Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design.
Philipp GeyerManav Mahan SinghSundaravelpandian SingaravelPublished in: EG-ICE (2018)
Keyphrases
- machine learning
- prediction model
- machine learning algorithms
- case study
- computer vision
- probabilistic model
- prediction accuracy
- data mining
- data analysis
- modelling language
- prediction error
- machine learning methods
- statistical models
- complex systems
- information extraction
- knowledge discovery
- artificial intelligence
- decision trees
- survival analysis
- predictive modeling
- prediction algorithm
- design choices
- predictive model
- pattern recognition
- knowledge engineering
- text classification
- support vector machine
- energy consumption
- regression model
- natural language processing
- text mining
- design process