Consistent query answers in inconsistent databases
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
The Theory of Data Dependencies - An Overview
Proceedings of the 11th Colloquium on Automata, Languages and Programming
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Extending dependencies with conditions
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Improving data quality: consistency and accuracy
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Conditional functional dependencies for capturing data inconsistencies
ACM Transactions on Database Systems (TODS)
Semandaq: a data quality system based on conditional functional dependencies
Proceedings of the VLDB Endowment
Increasing the Expressivity of Conditional Functional Dependencies without Extra Complexity
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Consistent query answering: five easy pieces
ICDT'07 Proceedings of the 11th international conference on Database Theory
ERACER: a database approach for statistical inference and data cleaning
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Data quality through model checking techniques
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Design by example for SQL table definitions with functional dependencies
The VLDB Journal — The International Journal on Very Large Data Bases
Characterisations of multivalued dependency implication over undetermined universes
Journal of Computer and System Sciences
Repairing inconsistent dimensions in data warehouses
Data & Knowledge Engineering
Dealing with inconsistencies in linked data mashups
Proceedings of the 16th International Database Engineering & Applications Sysmposium
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Integrity constraints, a.k.a. data dependencies, are being widely used for improving the quality of schema. Recently constraints have enjoyed a revival for improving the quality of data. The tutorial aims to provide an overview of recent advances in constraint-based data cleaning.