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A knowledge-based approach for duplicate elimination in data cleaning

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References

1998Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem813 cited
1995The merge/purge problem for large databases809 cited
1996The field matching problem: Algorithms and applications477 cited
1998Integration of heterogeneous databases without common domains using queries based on textual similarity382 cited
1997An Efficient Domain-Independent Algorithm for Detecting Approximately Duplicate Database Records.356 cited
2003The inter-database instance identification problem in integrating autonomous systems157 cited
1999Cleansing Data for Mining and Warehousing120 cited
2005An extensible Framework for Data Cleaning112 cited

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2022A Multi-layer Approach for Data Cleaning in the Healthcare Domain50 cited
2004Cleaning the spurious links in data36 cited
2002Ontology-Based Data Cleaning34 cited
2007Source-aware Entity Matching: A Compositional Approach34 cited
2013Assessment of data quality in accounting data with association rules

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32 cited

2007Measuring and Modelling Data Quality for Quality-Awareness in Data Mining31 cited

2012“We Know Who You Are and We Know Where You Live”: A Research Agenda for Web Demographics10 cited