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Decision Models for Record Linkage
11 references·6 citing·35 second hop
Decision Models for Record Linkage (2006)Decision Models for Record LinkageProbabilistic Data Generation for Deduplication and Data Linkage (2005)Probabilistic Data Generation…Febrl – A Parallel Open Source Data Linkage System (2004)Febrl – A Parallel Open Sourc…Adaptive Filtering for Efficient Record Linkage (2004)Adaptive Filtering for Effici…TAILOR: a record linkage toolbox (2003)TAILOR: a record linkage tool…Efficient record linkage in large data sets (2003)Efficient record linkage in l…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …A Comparison of Fast Blocking Methods for Record Linkage (2003)A Comparison of Fast Blocking…A Bayesian decision model for cost optimal record matching (2003)A Bayesian decision model for…The State of Record Linkage and Current Research Problems (1999)The State of Record Linkage a…Record Linkage: Statistical Models for Matching Computer Records (1990)Record Linkage: Statistical M…A Theory for Record Linkage (1969)A Theory for Record LinkageA benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation (2013)A benchmark comparison of det…Privacy-Preserving Fuzzy Matching Using a Public Reference Table (2009)Privacy-Preserving Fuzzy Matc…Development and user experiences of an open source data cleaning, deduplication and record linkage system (2009)Development and user experien…Automatic Training Example Selection for Scalable Unsupervised Record Linkage (2008)Automatic Training Example Se…A two-step classification approach to unsupervised record linkage (2007)A two-step classification app…Towards automated record linkage (2006)Towards automated record link…A comparison of string distance metrics for name-matching tasks (2003)Modeling and querying possible repairs in duplicate detection (2009)A transparent and transportable methodology for evaluating Data Linkage software (2011)Entity Resolution with Empirically Motivated Priors (2015)Record linkage (1962)[Medical record linkage]. (1969)Linking hospital discharge and death records—accuracy and sources of bias (2004)Bayesian Estimation of Bipartite Matchings for Record Linkage (2016)(Almost) all of entity resolution (2022)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Record Matching over Query Results from Multiple Web Databases (2009)Rule-Based Method for Entity Resolution (2014)The Four Generations of Entity Resolution (2021)The merge/purge problem for large databases (1995)Declarative Data Cleaning: Language, Model, and Algorithms (2001)Potter's Wheel: An Interactive Data Cleaning System (2001)Record Linkage: Current Practice and Future Directions (2003)Domain-independent data cleaning via analysis of entity-relationship graph (2006)A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces (2013)Data Cleaning: Problems and Current Approaches. (2000)Febrl: a freely available record linkage system with a graphical user interface (2008)Administrative Data Linkage in Brazil: Potentials for Health Technology Assessment (2019)CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability (2020)Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Interactive deduplication using active learning (2002)Duplicate Record Detection: A Survey (2006)A taxonomy of privacy-preserving record linkage techniques (2012)Foundations of Data Quality Management (2012)User Identity Linkage across Online Social Networks (2017)Reference reconciliation in complex information spaces (2005)Collective entity resolution in relational data (2007)Deep Learning for Entity Matching (2018)An Introduction to Duplicate Detection (2010)Distributed representations of tuples for entity resolution (2018)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1999The State of Record Linkage and Current Research Problems812 cited
  • 2003A Comparison of Fast Blocking Methods for Record Linkage337 cited
  • 2003TAILOR: a record linkage toolbox294 cited
  • 2003Efficient record linkage in large data sets176 cited
  • 1990Record Linkage: Statistical Models for Matching Computer Records115 cited
  • 2004Febrl – A Parallel Open Source Data Linkage System103 cited
  • 2003A Bayesian decision model for cost optimal record matching91 cited
  • 2005Probabilistic Data Generation for Deduplication and Data Linkage65 cited
  • 2004Adaptive Filtering for Efficient Record Linkage51 cited

Cited by

  • 2009Development and user experiences of an open source data cleaning, deduplication and record linkage system42 cited
  • 2009Privacy-Preserving Fuzzy Matching Using a Public Reference Table41 cited
  • 2013A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation39 cited
  • 2006Towards automated record linkage

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38 cited
  • 2008Automatic Training Example Selection for Scalable Unsupervised Record Linkage37 cited
  • 2007A two-step classification approach to unsupervised record linkage36 cited