A new method for GAN-based data augmentation for classes with distinct clusters.
Mehmet KuntalpOkan DüzyelPublished in: Expert Syst. Appl. (2024)
Keyphrases
- input data
- synthetic data
- data sets
- detection method
- test data
- data analysis
- training samples
- data points
- data collection
- prior knowledge
- statistical methods
- classification trees
- noisy data
- original data
- preprocessing
- significant improvement
- dimensional vector
- similarity matrix
- missing data
- database
- pairwise
- probability distribution
- data structure
- similarity measure
- labeled data
- learning algorithm
- missing values
- edge detection
- correlation analysis
- support vector machine
- high dimensional
- dissimilarity matrix