A Technique for Incorporating Data Missing Not at Random (MNAR) into Bayesian Networks.
Valerie SessionsJustin GrievesPublished in: ICIQ (2016)
Keyphrases
- bayesian networks
- data analysis
- incomplete data
- data collection
- data sets
- raw data
- data objects
- missing data
- data sources
- complex data
- data processing
- missing values
- data quality
- image data
- knowledge discovery
- historical data
- training data
- expert knowledge
- database
- uniformly distributed
- data distribution
- sensor data
- synthetic data
- statistical analysis
- graphical models
- wireless sensor networks
- prior knowledge
- high quality