Dealing with Data Bias in Classification: Can Generated Data Ensure Representation and Fairness?
Manh Khoi DuongStefan ConradPublished in: DaWaK (2023)
Keyphrases
- data sets
- statistical analysis
- prior knowledge
- data structure
- training data
- data sources
- synthetic data
- data processing
- database
- data objects
- raw data
- image data
- input data
- statistical methods
- class labels
- missing data
- high dimensional data
- complex data
- training samples
- computer systems
- data mining techniques
- multi class
- knowledge discovery
- end users
- data analysis
- pattern recognition
- high quality