Study of validation methods for augmented data.
Jong-Jin JungKyung-Won KimPublished in: ICAIIC (2023)
Keyphrases
- data sets
- statistical analysis
- data processing
- database
- noisy data
- missing values
- empirical studies
- statistical analyses
- data mining methods
- data collection
- data mining techniques
- data analysis
- image data
- computational cost
- prior knowledge
- high dimensional data
- original data
- human experts
- statistical methods
- incomplete data
- multiple sources
- data quality
- spectral clustering
- synthetic data
- input data
- experimental data
- small number
- spatial data
- data objects
- computer systems
- high quality
- probability distribution
- learning algorithm
- data points
- data reduction
- learned models
- survey data
- machine learning