6 citations · 9 across the 7 of their papers we have counts for
4 papers · 2 filters
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints
Leopoldo Bertossi, Babak Salimi
Causality has been recently introduced in databases, to model, characterize, and possibly compute causes for query answers. Connections between QA-causality and consistency-based d…
ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data
Babak Salimi, Dan Suciu
Causal inference from observational data is a subject of active research and development in statistics and computer science. Many toolkits have been developed for this purpose that…
Quantifying Causal Effects on Query Answering in Databases
Babak Salimi, Leopoldo Bertossi, Dan Suciu +1
The notion of actual causation, as formalized by Halpern and Pearl, has been recently applied to relational databases, to characterize and compute actual causes for possibly unexpe…
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints
Babak Salimi, Leopoldo Bertossi
Causality has been recently introduced in databases, to model, characterize and possibly compute causes for query results (answers). Connections between queryanswer causality, cons…