On the Impact of Data Quality on Image Classification Fairness.
Aki BarryLei HanGianluca DemartiniPublished in: SIGIR (2023)
Keyphrases
- data quality
- image classification
- quality management
- quality assessment
- data cleansing
- information loss
- feature extraction
- data cleaning
- data warehouse
- data transformation
- image representation
- cell suppression
- poor quality
- resource allocation
- image features
- data privacy
- privacy guarantees
- decision support
- privacy preservation
- data sets
- data confidentiality
- business intelligence systems
- information technology