Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets.
Xia ChenManav Mahan SinghPhilipp GeyerPublished in: CoRR (2023)
Keyphrases
- domain knowledge
- machine learning
- prediction accuracy
- data mining
- machine learning algorithms
- energy consumption
- learning algorithm
- pattern recognition
- learning tasks
- knowledge engineering
- prediction algorithm
- benchmark datasets
- prediction error
- machine learning approaches
- small number
- prior knowledge
- decision trees
- uci machine learning repository
- explanation based learning
- knowledge representation
- data sets
- artificial neural networks
- data analysis
- artificial intelligence
- machine learning methods
- computational intelligence
- energy minimization
- learning systems
- computationally efficient
- model selection
- text classification
- text mining
- natural language processing
- supervised learning
- information extraction
- neural network