Error Estimation in Linking Heterogeneous Data Sources.
Harpreet K. MongaTimothy B. PatrickPublished in: AMIA (2000)
Keyphrases
- error estimation
- heterogeneous data sources
- data integration
- data sources
- model selection
- semantic integration
- semantic heterogeneity
- error estimates
- global view
- databases
- multiple data sources
- schema matching
- heterogeneous data
- data model
- relational databases
- data warehouse
- case study
- machine learning
- data sets
- upper bound
- knn
- knowledge discovery
- cross validation
- data fusion
- generalization error