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Metric Functional Dependencies
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Metric Functional Dependencies (2009)Metric Functional DependenciesDependencies revisited for improving data quality (2008)Dependencies revisited for im…Conditional Functional Dependencies for Data Cleaning (2007)Conditional Functional Depend…Data Cleaning: Problems and Current Approaches. (2000)Data Cleaning: Problems and C…Machine Learning and Data Cleaning: Which Serves the Other? (2022)Machine Learning and Data Cle…Pattern functional dependencies for data cleaning (2020)Pattern functional dependenci…Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance (2020)Discovering Relaxed Functiona…Data Dependencies Extended for Variety and Veracity: A Family Tree (2020)Data Dependencies Extended fo…Cleaning data with Llunatic (2019)Cleaning data with LlunaticHoloClean: Holistic Data Repairs with Probabilistic Inference (2017)HoloClean: Holistic Data Repa…Discovering Conditional Matching Rules (2017)Discovering Conditional Match…A Novel Cost-Based Model for Data Repairing (2016)A Novel Cost-Based Model for …Trends in Cleaning Relational Data: Consistency and Deduplication (2015)Trends in Cleaning Relational…Efficient discovery of similarity constraints for matching dependencies (2013)Efficient discovery of simila…Record linkage with uniqueness constraints and erroneous values (2010)Record linkage with uniquenes…Discovering matching dependencies (2009)Discovering matching dependen…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)A comparison of string distance metrics for name-matching tasks (2003)Adaptive duplicate detection using learnable string similarity measures (2003)Duplicate Record Detection: A Survey (2006)Data Fusion: Resolving Conflicts from Multiple Sources (2013)HIL (2013)A Survey of Context-Aware Access Control Mechanisms for Cloud and Fog Networks: Taxonomy and Open Research Issues (2020)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)On approximating optimum repairs for functional dependency violations (2009)Reasoning about record matching rules (2009)Guided data repair (2011)Adaptive name matching in information integration (2003)Data Quality : Concepts, Methodologies and Techniques (2006)Certus (2019)Efficient Discovery of Matching Dependencies (2020)Potter's Wheel: An Interactive Data Cleaning System (2001)Discovering data quality rules (2008)Foundations of Data Quality Management (2012)Data quality: The other face of Big Data (2014)Data fusion (2009)CLAMS (2016)Data Diff (2018)A cost-based model and effective heuristic for repairing constraints by value modification (2005)AlphaClean: Automatic Generation of Data Cleaning Pipelines (2019)Ease. ML: A Lifecycle Management System for Machine Learning (2021)Conditional functional dependencies for capturing data inconsistencies (2008)NADEEF (2013)Interactive deduplication using active learning (2002)A Survey on Bias and Fairness in Machine Learning (2021)Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making (2024)UGuide (2017)
this work references cited by second hop

References

  • 2000Data Cleaning: Problems and Current Approaches.1,467 cited
  • 2007Conditional Functional Dependencies for Data Cleaning379 cited
  • 2008Dependencies revisited for improving data quality240 cited

Cited by

  • 2015Trends in Cleaning Relational Data: Consistency and Deduplication81 cited
  • 2010Record linkage with uniqueness constraints and erroneous values58 cited
  • 2017HoloClean: Holistic Data Repairs with Probabilistic Inference58 cited
  • 2022Machine Learning and Data Cleaning: Which Serves the Other?55 cited
  • 2009Discovering matching dependencies52 cited
  • 2013Efficient discovery of similarity constraints for matching dependencies47 cited
  • 2020Pattern functional dependencies for data cleaning44 cited
  • 2019Cleaning data with Llunatic41 cited
  • 2020Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance35 cited
  • 2016A Novel Cost-Based Model for Data Repairing34 cited
  • 2017Discovering Conditional Matching Rules32 cited
  • 2020Data Dependencies Extended for Variety and Veracity: A Family Tree30 cited

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