Improving the Data Quality of Drug Databases using Conditional Dependencies and Ontologies.
Olivier CuréPublished in: ACM J. Data Inf. Qual. (2012)
Keyphrases
- data quality
- databases
- conditional dependencies
- data warehouse
- data transformation
- quality management
- data cleaning
- graphical models
- database
- data cleansing
- relational databases
- information loss
- data integration
- data management
- knowledge base
- knowledge discovery
- data model
- conditional independence
- data privacy
- database systems
- data mining
- quality assessment
- class noise
- named entities
- privacy preservation
- metadata
- artificial intelligence