Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data.
Dan LiYuxun ZhouGuoqiang HuCostas J. SpanosPublished in: IEEE Trans Autom. Sci. Eng. (2019)
Keyphrases
- expert knowledge
- data sets
- database
- raw data
- data analysis
- image data
- domain experts
- prior knowledge
- knowledge engineering
- high quality
- domain knowledge
- expert systems
- spatial data
- data sources
- training data
- original data
- fuzzy logic
- synthetic data
- data collection
- general purpose
- data points
- artificial intelligence
- input data
- missing data
- sensor data
- probability distribution
- data distribution
- network structure
- bayesian networks
- data quality
- learning algorithm
- genetic algorithm
- model based diagnosis