Managing data quality by identifying the noisiest data samples.
K. Hima PrasadSnigdha ChaturvediTanveer A. FaruquieL. Venkata SubramaniamMukesh K. MohaniaPublished in: SOLI (2012)
Keyphrases
- data quality
- data samples
- quality management
- data warehouse
- data points
- training data
- quality assessment
- information loss
- data transformation
- data cleansing
- poor quality
- training dataset
- data cleaning
- class labels
- cell suppression
- supervised learning
- small number
- training set
- data privacy
- information technology
- privacy guarantees
- real world
- data sets