Revisiting Conditional Functional Dependency Discovery: Splitting the "C" from the "FD"

Joeri Rammelaere
Joeri Rammelaere

ECML/PKDD (2), pp. 552-568, 2018.

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Abstract:

Many techniques for cleaning dirty data are based on enforcing some set of integrity constraints. Conditional functional dependencies (CFDs) are a combination of traditional Functional dependencies (FDs) and association rules, and are widely used as a constraint formalism for data cleaning. However, the discovery of such CFDs has received...More

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