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Sampling the Repairs of Functional Dependency Violations under Hard Constraints

Sampling the Repairs of Functional Dependency Violations under Hard Constraints,Proceedings of The Vldb Endowment,George Beskales,Ihab F. Ilyas,Lukasz

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Sampling the Repairs of Functional Dependency Violations under Hard Constraints   (Citations: 3)
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Journal: Proceedings of The Vldb Endowment - PVLDB , vol. 3, no. 1, pp. 197-207, 2010
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    • ...In addition to the data repair work of Bohannon et al. [1] (considered in our evaluation Section VII-C), recent work by Beskales et al. [21] investigate cardinality-set-minimal data repairs, that balance the requirements of minimal data changes (cardinality) and necessary changes (set minimality)...

    Fei Chiang, et al. A unified model for data and constraint repair

    • ...A recent work [6] proposes a cleaning approach that is not limited to finding a single repair; it samples from the space of possible repairs...

    Zijing Tan, et al. Improving XML Data Quality with Functional Dependencies

    • ...They have proven applications in data cleaning [55,56], entry [106], exchange [99], integration [24,102,122], sampling [15,36], warehousing [83], indexing [77], information retrieval [76], uncertain data management [79,126], repairing [13] and consistent query answering [103], query optimization [26,42,104], access control [18], and privacy-preserving data publishing [123] among others...

    Sven Hartmann, et al. Design by example for SQL table definitions with functional dependenci...

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