Approximating counterfactual bounds while fusing observational, biased and randomised data sources.
Marco ZaffalonAlessandro AntonucciRafael CabañasDavid HuberPublished in: Int. J. Approx. Reason. (2023)
Keyphrases
- data sources
- upper bound
- lower bound
- data integration
- databases
- data model
- structured data
- upper and lower bounds
- worst case
- database
- information sources
- data warehouse
- multiple sources
- heterogeneous data sources
- confidence bounds
- multiple data sources
- causal inference
- lower and upper bounds
- fusion method
- genetic algorithm
- search procedure
- geospatial data
- co occurrence
- causal reasoning
- high quality
- distributed data sources
- integrating heterogeneous
- data sets