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Metadata-driven error detection
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Metadata-driven error detection (2018)Metadata-driven error detectionThe data civilizer system (2017)The data civilizer systemHoloClean (2017)HoloCleanGoods (2016)GoodsDetecting data errors (2016)Detecting data errorsMessing up with BART (2015)Messing up with BARTBigDansing (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…Don't be SCAREd (2013)Don't be SCAREdData Curation at Scale: The Data Tamer System (2013)Data Curation at Scale: The D…Truth finding on the deep web (2012)Truth finding on the deep webFoundations of Data Quality Management (2012)Foundations of Data Quality M…A cost-based model and effective heuristic for repairing constraints by value modification (2005)A cost-based model and effect…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…Empirical Model Building and Response Surfaces (1988)Empirical Model Building and …Data fusion (2009)Integrating conflicting data (2009)A Bayesian approach to discovering truth from conflicting sources for data integration (2012)From data fusion to knowledge fusion (2014)Credibility Assessment of Textual Claims on the Web (2016)Where the Truth Lies (2017)An overview of data warehousing and OLAP technology (1997)Exploratory Data Mining and Data Cleaning (2003)Fundamentals of Data Warehouses (2003)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Statistics for Experimenters (1979)Response Surfaces: Designs and Analyses (1997)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data (2014)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)KATARA (2015)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)A Theory for Record Linkage (1969)Data Cleaning (2019)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)Conditional Functional Dependencies for Data Cleaning (2007)Potter's Wheel: An Interactive Data Cleaning System (2001)A Comparison of Fast Blocking Methods for Record Linkage (2003)Data Wrangling: The Challenging Yourney from the Wild to the Lake. (2015)Data Integration: The Current Status and the Way Forward. (2018)Big Data Integration (2013)Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks (2020)Can Foundation Models Wrangle Your Data? (2022)Automating large-scale data quality verification (2018)
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References

  • 1988Empirical Model Building and Response Surfaces5,235 cited
  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2017HoloClean477 cited
  • 2005A cost-based model and effective heuristic for repairing constraints by value modification431 cited
  • 2013Holistic data cleaning: Putting violations into context331 cited
  • 2013NADEEF313 cited
  • 2012Foundations of Data Quality Management270 cited
  • 2016Detecting data errors252 cited
  • 2012Truth finding on the deep web247 cited
  • 2013Data Curation at Scale: The Data Tamer System190 cited
  • 2013The LLUNATIC data-cleaning framework180 cited
  • 2016Goods171 cited
  • 2015BigDansing152 cited
  • 2013Don't be SCAREd150 cited
  • 2017The data civilizer system105 cited
  • 2015Messing up with BART83 cited

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