Evaluating the impact of data quality on sampling.
Jason Van HulseTaghi M. KhoshgoftaarAmri NapolitanoPublished in: IRI (2010)
Keyphrases
- data quality
- quality management
- data warehouse
- class noise
- data cleansing
- quality assessment
- data transformation
- data privacy
- poor quality
- privacy preservation
- data cleaning
- data confidentiality
- data sets
- sampling algorithm
- information loss
- random sampling
- sampling methods
- cell suppression
- natural resources
- imbalanced data
- e learning