Statistical relational learning based automatic data cleaning

Author:

Li Weibang,Li Ling,Li Zhanhuai,Cui Mengtian

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science,Theoretical Computer Science

Reference8 articles.

1. Carlo B, Monica S. Data Quality: Concepts, Methodologies and Techniques. Berlin: Springer Publishing Company, 2006

2. Doshi P, Greenwald L, Clarke J R. Using Bayesian networks for cleansing trauma data. In: Proceedings of the 6th International Florida Artificial Intelligence Research Society Conference. 2003, 72–76

3. Yakout M, Elmagarmid A K, Neville J, Ouzzani M, Ilyas I F. Guided data repair. Proceedings of the VLDB Endowment, 2011, 4(5): 279–289

4. Wang J, Kraska T, Franklin M J, Feng J. Crowder: crowdsourcing entity resolution. Proceedings of the VLDB Endowment, 2012, 5(11): 1483–1494

5. Fan W, Geerts F, Jia X, Kementsietsidis A. Conditional functional dependencies for capturing data inconsistencies. Journal of ACM Transactions on Database Systems, 2008, 33(2): 1–48

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