Oliver Schulte

Detecting Data Errors with Statistical Constraints

2019 · arXiv (Cornell University)

A powerful approach to detecting erroneous data is to check which potentially dirty data records are incompatible with a user's domain knowledge. Previous approaches allow the user to specify domain knowledge in the form of …