Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources.
Marco ZaffalonAlessandro AntonucciRafael CabañasDavid HuberPublished in: CoRR (2023)
Keyphrases
- data sources
- data integration
- upper bound
- lower bound
- upper and lower bounds
- high quality
- data model
- integrating heterogeneous
- structured data
- information sources
- databases
- semantic relationships
- lower and upper bounds
- heterogeneous data
- worst case
- error bounds
- fusion method
- data warehouse
- data collections
- data sets
- multiple sources
- deep web
- heterogeneous data sources
- causal reasoning