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Qualitative data cleaning
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Qualitative data cleaning (2016)Qualitative data cleaningKATARA (2015)KATARABigDansing (2015)BigDansingThe LLUNATIC data-cleaning framework (2013)The LLUNATIC data-cleaning fr…NADEEF (2013)NADEEFHolistic data cleaning: Putting violations into context (2013)Holistic data cleaning: Putti…Data Curation at Scale: The Data Tamer System (2013)Data Curation at Scale: The D…Dedoop (2012)DedoopCrowdER (2012)CrowdERGuided data repair (2011)Guided data repairTowards certain fixes with editing rules and master data (2010)Towards certain fixes with ed…On approximating optimum repairs for functional dependency violations (2009)On approximating optimum repa…Quantitative Data Cleaning for Large Databases (2008)Quantitative Data Cleaning fo…Conditional Functional Dependencies for Data Cleaning (2007)Conditional Functional Depend…A cost-based model and effective heuristic for repairing constraints by value modification (2005)A cost-based model and effect…Eliminating Fuzzy Duplicates in Data Warehouses (2002)Eliminating Fuzzy Duplicates …Potter's Wheel: An Interactive Data Cleaning System (2001)Potter's Wheel: An Interactiv…Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era (2022)Systematic Review of Advanced…Human behavior and the principle of least effort (1949)A Theory for Record Linkage (1969)Data Cleaning: Problems and Current Approaches. (2000)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Record linkage (2006)Foundations of Data Quality Management (2012)Data Quality : Concepts, Methodologies and Techniques (2006)Duplicate Record Detection: A Survey (2006)Conditional functional dependencies for capturing data inconsistencies (2008)Data quality: The other face of Big Data (2014)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)Dependencies revisited for improving data quality (2008)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)Deep entity matching with pre-trained language models (2020)Interactive deduplication using active learning (2002)An overview of data warehousing and OLAP technology (1997)A Comparison of String Metrics for Matching Names and Records (2003)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)String similarity search and join: a survey (2015)Detecting data errors (2016)CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)Discovering data quality rules (2008)
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References

  • 2001Potter's Wheel: An Interactive Data Cleaning System510 cited
  • 2012CrowdER507 cited
  • 2005A cost-based model and effective heuristic for repairing constraints by value modification431 cited
  • 2002Eliminating Fuzzy Duplicates in Data Warehouses389 cited
  • 2007Conditional Functional Dependencies for Data Cleaning379 cited
  • 2013Holistic data cleaning: Putting violations into context331 cited
  • 2013NADEEF313 cited
  • 2015KATARA279 cited
  • 2011Guided data repair224 cited
  • 2009On approximating optimum repairs for functional dependency violations207 cited
  • 2010Towards certain fixes with editing rules and master data205 cited
  • 2008Quantitative Data Cleaning for Large Databases200 cited
  • 2013Data Curation at Scale: The Data Tamer System190 cited
  • 2013The LLUNATIC data-cleaning framework180 cited
  • 2015BigDansing152 cited
  • 2012Dedoop142 cited

Cited by

  • 2022Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era

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35 cited