Visual Imputation Analytics for Missing Time-Series Data in Bayesian Network.
Hanbyul YeonHyesook SonYun JangPublished in: BigComp (2020)
Keyphrases
- incomplete data
- missing values
- missing data
- bayesian networks
- learning bayesian networks
- multiple imputation
- learning analytics
- graphical models
- visual features
- visual information
- data analysis
- probabilistic reasoning
- probabilistic inference
- data mining
- low level
- high dimensional data
- business intelligence
- anomaly detection
- probability distribution
- probabilistic model
- high dimensional
- case study
- neural network
- big data
- em algorithm
- knowledge discovery
- hidden variables
- structure learning
- bayesian network structure
- inference in bayesian networks
- data imputation