Evaluating the Potential and Realized Impact of Data Augmentations.
David HeiseHelen L. BearPublished in: SSCI (2023)
Keyphrases
- data sets
- database
- data analysis
- data collection
- historical data
- data mining methods
- raw data
- data distribution
- statistical analysis
- knowledge discovery
- prior knowledge
- data sources
- genetic algorithm
- synthetic data
- high dimensional data
- data structure
- input data
- bayesian networks
- small number
- feature space
- missing data
- spatial data
- training data
- test data
- similarity measure
- data quality
- data points
- neural network