Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets.
Xia ChenManav Mahan SinghPhilipp GeyerPublished in: Knowl. Based Syst. (2024)
Keyphrases
- machine learning
- domain knowledge
- prediction accuracy
- knowledge discovery
- pattern recognition
- machine learning methods
- database
- knowledge engineering
- natural language processing
- background knowledge
- decision trees
- computer vision
- learning algorithm
- inductive learning
- neural network
- domain experts
- data analysis
- small number
- knowledge representation
- machine learning approaches
- artificial intelligence
- data mining
- inductive logic programming
- support vector machine
- prediction model
- past experience
- uci machine learning repository
- knowledge sources
- power consumption
- benchmark datasets
- computational intelligence
- active learning
- video sequences
- reinforcement learning
- data sets