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Relaxed Functional Dependencies—A Survey of Approaches
9 references·8 citing·24 second hop
Relaxed Functional Dependencies—A Survey of Approaches (2015)Relaxed Functional Dependencies—A Survey …The LLUNATIC data-cleaning framework (2013)The LLUNATIC data-cleaning fr…NADEEF (2013)NADEEFHolistic data cleaning: Putting violations into context (2013)Holistic data cleaning: Putti…Discovering data quality rules (2008)Discovering data quality rulesDependencies revisited for improving data quality (2008)Dependencies revisited for im…Conditional functional dependencies for capturing data inconsistencies (2008)Conditional functional depend…Conditional Functional Dependencies for Data Cleaning (2007)Conditional Functional Depend…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…The use of knowledge in analogy and induction (1989)The use of knowledge in analo…Efficient Discovery of Matching Dependencies (2020)Efficient Discovery of Matchi…Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance (2020)Discovering Relaxed Functiona…Discovery of approximate (and exact) denial constraints (2019)Discovery of approximate (and…Certus (2019)CertusEfficient discovery of approximate dependencies (2018)Efficient discovery of approx…Discovery of genuine functional dependencies from relational data with missing values (2018)Discovery of genuine function…Discovering Conditional Matching Rules (2017)Discovering Conditional Match…On the Discovery of Relaxed Functional Dependencies (2016)On the Discovery of Relaxed F…Declarative Data Cleaning: Language, Model, and Algorithms (2001)Potter's Wheel: An Interactive Data Cleaning System (2001)Discovering Conditional Functional Dependencies (2010)Foundations of Data Quality Management (2012)Data quality: The other face of Big Data (2014)Data Quality : Concepts, Methodologies and Techniques (2006)KATARA (2015)Detecting data errors (2016)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Magellan (2016)Data Cleaning: Problems and Current Approaches. (2000)Reasoning about record matching rules (2009)Guided data repair (2011)A cost-based model and effective heuristic for repairing constraints by value modification (2005)BigDansing (2015)Baran (2020)A Theory for Record Linkage (1969)The Clio project (2001)On approximating optimum repairs for functional dependency violations (2009)Research problems in data warehousing (1995)Big Data Integration (2013)Deep Learning for Entity Matching (2018)Defeasible Classifications and Inferences from Definitions (2010)
this work references cited by second hop

References

  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2008Conditional functional dependencies for capturing data inconsistencies459 cited
  • 2007Conditional Functional Dependencies for Data Cleaning379 cited
  • 2013Holistic data cleaning: Putting violations into context331 cited
  • 2013NADEEF313 cited
  • 2008Discovering data quality rules267 cited
  • 2008Dependencies revisited for improving data quality240 cited
  • 2013The LLUNATIC data-cleaning framework180 cited
  • 1989The use of knowledge in analogy and induction95 cited

Cited by

  • 2018Efficient discovery of approximate dependencies105 cited
  • 2019Discovery of approximate (and exact) denial constraints82 cited
  • 2018Discovery of genuine functional dependencies from relational data with missing values59 cited
  • 2019Certus39 cited
  • 2020Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance35 cited
  • 2020Efficient Discovery of Matching Dependencies33 cited
  • 2016On the Discovery of Relaxed Functional Dependencies

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32 cited
  • 2017Discovering Conditional Matching Rules32 cited