On the Impact of Data Quality on Image Classification Fairness.
Aki BarryLei HanGianluca DemartiniPublished in: CoRR (2023)
Keyphrases
- data quality
- image classification
- quality management
- data transformation
- data confidentiality
- data warehouse
- data cleansing
- quality assessment
- image representation
- poor quality
- data privacy
- information loss
- data cleaning
- quality metrics
- feature extraction
- image features
- multi label
- resource allocation
- data sources
- privacy guarantees
- object recognition
- e learning
- business intelligence systems