Efficient Data Augmentation Using Graph Imputation Neural Networks.
Indro SpinelliSimone ScardapaneMichele ScarpinitiAurelio UnciniPublished in: IIH-MSP (1) (2017)
Keyphrases
- data sets
- neural network
- synthetic data
- data processing
- missing data
- training data
- data analysis
- missing values
- experimental data
- data sources
- data mining techniques
- high quality
- small number
- database
- data distribution
- databases
- data imputation
- graph representation
- original data
- raw data
- high dimensional data
- statistical analysis
- random walk
- computer systems
- data collection
- knn
- image data
- knowledge discovery
- prior knowledge
- pattern recognition