Conditional Dependencies: A Principled Approach to Improving Data Quality.
Wenfei FanFloris GeertsXibei JiaPublished in: BNCOD (2009)
Keyphrases
- data quality
- conditional dependencies
- graphical models
- quality management
- conditional independence
- data transformation
- data cleansing
- data warehouse
- data cleaning
- real world
- quality assessment
- poor quality
- information systems
- class noise
- bayesian networks
- information loss
- data privacy
- causal models
- random variables
- probabilistic model
- machine learning