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Explaining repaired data with CFDs
16 references·1 citing·32 second hopsampled
Explaining repaired data with CFDs (2018)Explaining repaired data with CFDsMessing up with BART (2015)Messing up with BARTBigDansing (2015)BigDansingTowards dependable data repairing with fixing rules (2014)Towards dependable data repai…Continuous data cleaning (2014)Continuous data cleaningOn the relative trust between inconsistent data and inaccurate constraints (2013)On the relative trust between…NADEEF (2013)NADEEFFoundations of Data Quality Management (2012)Foundations of Data Quality M…CrowdER (2012)CrowdERGuided data repair (2011)Guided data repairA unified model for data and constraint repair (2011)A unified model for data and …Discovering Conditional Functional Dependencies (2010)Discovering Conditional Funct…On approximating optimum repairs for functional dependency violations (2009)On approximating optimum repa…Discovering data quality rules (2008)Discovering data quality rulesConditional functional dependencies for capturing data inconsistencies (2008)Conditional functional depend…A cost-based model and effective heuristic for repairing constraints by value modification (2005)A cost-based model and effect…Declarative Data Cleaning: Language, Model, and Algorithms (2001)Declarative Data Cleaning: La…Self-Supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks (2022)Self-Supervised and Interpret…An overview of data warehousing and OLAP technology (1997)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Data Cleaning: Problems and Current Approaches. (2000)Potter's Wheel: An Interactive Data Cleaning System (2001)Conditional Functional Dependencies for Data Cleaning (2007)Data quality: The other face of Big Data (2014)Geospatial big data handling theory and methods: A review and research challenges (2015)Duplicate Record Detection: A Survey (2006)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)KATARA (2015)Magellan (2016)Dependencies revisited for improving data quality (2008)Towards certain fixes with editing rules and master data (2010)The LLUNATIC data-cleaning framework (2013)Data Cleaning (2019)Maximum Likelihood Estimation of Observer Error-Rates Using the EM Algorithm (1979)Adaptive duplicate detection using learnable string similarity measures (2003)Data Cleaning (2016)A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective (2019)Deep entity matching with pre-trained language models (2020)Interactive deduplication using active learning (2002)Data Quality : Concepts, Methodologies and Techniques (2006)Big data challenge: a data management perspective (2013)A Theory for Record Linkage (1969)Data fusion (2009)Detecting data errors (2016)Advances, challenges and opportunities in creating data for trustworthy AI (2022)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)A comparison of string distance metrics for name-matching tasks (2003)Holistic data cleaning: Putting violations into context (2013)Data profiling revisited (2014)Raha (2019)
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References

  • 2012CrowdER507 cited
  • 2008Conditional functional dependencies for capturing data inconsistencies459 cited
  • 2005A cost-based model and effective heuristic for repairing constraints by value modification431 cited
  • 2001Declarative Data Cleaning: Language, Model, and Algorithms320 cited
  • 2013NADEEF313 cited
  • 2012Foundations of Data Quality Management270 cited
  • 2008Discovering data quality rules267 cited
  • 2010Discovering Conditional Functional Dependencies254 cited
  • 2011Guided data repair224 cited
  • 2009On approximating optimum repairs for functional dependency violations207 cited
  • 2015BigDansing152 cited
  • 2013On the relative trust between inconsistent data and inaccurate constraints106 cited
  • 2014Towards dependable data repairing with fixing rules104 cited
  • 2014Continuous data cleaning102 cited
  • 2011A unified model for data and constraint repair96 cited
  • 2015Messing up with BART83 cited

Cited by

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2022
Self-Supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks
25 cited