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Data X-Ray
16 references·3 citing·41 second hop
Data X-Ray (2015)Data X-RayIncremental record linkage (2014)Incremental record linkageFrom data fusion to knowledge fusion (2014)From data fusion to knowledge…Holistic data cleaning: Putting violations into context (2013)Holistic data cleaning: Putti…A Bayesian approach to discovering truth from conflicting sources for data integration (2012)A Bayesian approach to discov…Putting lipstick on pig (2011)Putting lipstick on pigGuided data repair (2011)Guided data repairSampling the repairs of functional dependency violations under hard constraints (2010)Sampling the repairs of funct…Data fusion (2009)Data fusionProvenance and scientific workflows (2008)Provenance and scientific wor…Conditional functional dependencies for capturing data inconsistencies (2008)Conditional functional depend…Record linkage (2006)Record linkageDomain-independent data cleaning via analysis of entity-relationship graph (2006)Domain-independent data clean…Potter's Wheel: An Interactive Data Cleaning System (2001)Potter's Wheel: An Interactiv…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…AJAX (2000)AJAXAJAX (2000)AJAXBugDoc: A System for Debugging Computational Pipelines (2020)BugDoc: A System for Debuggin…Integrating Approximate Summarization with Provenance Capture (2017)Integrating Approximate Summa…Overview of data quality challenges in the context of Big Data (2015)Overview of data quality chal…Data fusion (2009)Integrating conflicting data (2009)Incremental knowledge base construction using DeepDive (2015)Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation (2018)Fusion in stock market prediction: A decade survey on the necessity, recent developments, and potential future directions (2020)An overview of data warehousing and OLAP technology (1997)Exploratory Data Mining and Data Cleaning (2003)Fundamentals of Data Warehouses (2003)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Workflow mining: discovering process models from event logs (2004)A survey of data provenance in e-science (2005)Scientific workflow management and the Kepler system (2005)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)The Open Provenance Model: An Overview (2008)A survey on provenance: What for? What form? What from? (2017)A Theory for Record Linkage (1969)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)Privacy preserving schema and data matching (2007)A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces (2013)An Overview of End-to-End Entity Resolution for Big Data (2020)Data Quality : Concepts, Methodologies and Techniques (2006)Duplicate Record Detection: A Survey (2006)Data quality: The other face of Big Data (2014)KATARA (2015)Detecting data errors (2016)Interactive deduplication using active learning (2002)Towards certain fixes with editing rules and master data (2010)The LLUNATIC data-cleaning framework (2013)Data Cleaning (2019)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)A Comparison of String Metrics for Matching Names and Records (2003)Data Cleaning (2016)The Eigentrust algorithm for reputation management in P2P networks (2003)Foundations of Data Quality Management (2012)Less is more (2012)Truth finding on the deep web (2012)Unsupervised Fake News Detection on Social Media: A Generative Approach (2019)Foundations of Data Quality Management (2012)NADEEF (2013)
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References

  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2001Potter's Wheel: An Interactive Data Cleaning System510 cited
  • 2008Provenance and scientific workflows470 cited
  • 2008Conditional functional dependencies for capturing data inconsistencies459 cited
  • 2012A Bayesian approach to discovering truth from conflicting sources for data integration360 cited
  • 2013Holistic data cleaning: Putting violations into context331 cited
  • 2006Record linkage289 cited
  • 2014From data fusion to knowledge fusion237 cited
  • 2011Guided data repair224 cited
  • 2009Data fusion202 cited
  • 2000AJAX174 cited
  • 2006Domain-independent data cleaning via analysis of entity-relationship graph165 cited
  • 2010Sampling the repairs of functional dependency violations under hard constraints125 cited
  • 2014Incremental record linkage124 cited
  • 2011Putting lipstick on pig117 cited
  • 2000AJAX87 cited

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  • 2015

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Overview of data quality challenges in the context of Big Data
60 cited
  • 2020BugDoc: A System for Debugging Computational Pipelines15 cited
  • 2017Integrating Approximate Summarization with Provenance Capture12 cited