Demand-side data augmentation method based on generative adversarial networks.
Xiuyi ShangShuya LeiWensi ZhangZhiqing SunPublished in: ICISCAE (2023)
Keyphrases
- synthetic data
- test data
- data sets
- input data
- detection method
- prior knowledge
- data analysis
- data processing
- information loss
- missing data
- prior information
- noisy data
- training data
- database
- missing values
- high dimensional data
- cost function
- knowledge discovery
- high accuracy
- correlation analysis
- original data
- training samples
- statistical analysis
- unsupervised learning
- data collection
- image data
- social networks
- video sequences
- preprocessing
- dynamic programming
- significant improvement
- pairwise
- privacy preserving
- data sources
- computational complexity
- data streams
- statistical methods
- raw data
- data points
- data structure
- bayesian networks
- high quality
- support vector machine