Bias Challenges in Counterfactual Data Augmentation.
S. Chandra MouliYangze ZhouBruno RibeiroPublished in: CoRR (2022)
Keyphrases
- data sets
- data collection
- database
- sensor data
- complex data
- raw data
- data sources
- data mining methods
- data quality
- original data
- real world
- synthetic data
- databases
- high quality
- data distribution
- background knowledge
- genetic algorithm
- neural network
- application domains
- attribute values
- feature selection
- data processing
- image data
- knowledge discovery
- data points
- information systems
- prior knowledge
- data analysis
- data structure
- case study