Synthetic minority oversampling of vital statistics data with generative adversarial networks.
Aki KoivuMikko SairanenAntti AirolaTapio PahikkalaPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- statistical analysis
- data sets
- small number
- raw data
- statistical methods
- original data
- data structure
- database
- data collection
- image data
- experimental data
- data points
- network structure
- data sources
- data analysis
- social networks
- neural network
- training examples
- data quality
- computer systems
- data processing
- knowledge discovery
- probabilistic model
- association rules
- bayesian networks
- training data
- machine learning