Representation Bias in Data: A Survey on Identification and Resolution Techniques.
Nima ShahbaziYin LinAbolfazl AsudehH. V. JagadishPublished in: ACM Comput. Surv. (2023)
Keyphrases
- data processing
- data sets
- neural network
- high quality
- data analysis
- original data
- complex data
- machine learning
- data quality
- raw data
- data structure
- data distribution
- synthetic data
- computer systems
- knowledge discovery
- data points
- data sources
- feature extraction
- noisy data
- small number
- experimental data
- missing data
- statistical analysis
- end users
- decision trees
- databases