Cleaning Data with Forbidden Itemsets
IEEE Transactions on Knowledge and Data Engineering, pp. 1489-1501, 2020.
ItemsetsMaintenance engineeringCleaningData integrityData miningMore(1+)
Methods for cleaning dirty data typically employ additional information about the data such as user-provided constraints specifying when data is dirty, e.g., domain restrictions, illegal value combinations, or logical rules. However, real-world scenarios usually only have dirty data available, without known constraints. In such settings, ...More
Full Text (Upload PDF)
PPT (Upload PPT)