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Probabilistic Data Generation for Deduplication and Data Linkage
13 references·5 citing·27 second hop
Probabilistic Data Generation for Deduplication and Data Linkage (2005)Probabilistic Data Generation for Dedupli…Robust Identification of Fuzzy Duplicates (2005)Robust Identification of Fuzz…Febrl – A Parallel Open Source Data Linkage System (2004)Febrl – A Parallel Open Sourc…A hierarchical graphical model for record linkage (2004)A hierarchical graphical mode…TAILOR: a record linkage toolbox (2003)TAILOR: a record linkage tool…On Evaluation and Training-Set Construction for Duplicate Detection (2003)On Evaluation and Training-Se…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …A comparison of string distance metrics for name-matching tasks (2003)A comparison of string distan…Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Learning to match and cluster large high-dimensional data sets for data integration (2002)Learning to match and cluster…Learning domain-independent string transformation weights for high accuracy object identification (2002)Learning domain-independent s…Interactive deduplication using active learning (2002)Interactive deduplication usi…The merge/purge problem for large databases (1995)The merge/purge problem for l…A Theory for Record Linkage (1969)A Theory for Record LinkageEntity Resolution with Empirically Motivated Priors (2015)Entity Resolution with Empiri…A tool for generating synthetic authorship records for evaluating author name disambiguation methods (2012)A tool for generating synthet…A transparent and transportable methodology for evaluating Data Linkage software (2011)A transparent and transportab…Modeling and querying possible repairs in duplicate detection (2009)Modeling and querying possibl…Decision Models for Record Linkage (2006)Decision Models for Record Li…Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Data integration: the teenage years (2006)Collective entity resolution in relational data (2007)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Digital libraries and autonomous citation indexing (1999)The State of Record Linkage and Current Research Problems (1999)Big Data Integration (2013)Integration of heterogeneous databases without common domains using queries based on textual similarity (1998)Adaptive Blocking: Learning to Scale Up Record Linkage (2006)Quality and Complexity Measures for Data Linkage and Deduplication (2007)Automatic record linkage using seeded nearest neighbour and support vector machine classification (2008)Data Cleaning: Problems and Current Approaches. (2000)Unsupervised Learning of Link Discovery Configuration (2012)Trends in Cleaning Relational Data: Consistency and Deduplication (2015)The Four Generations of Entity Resolution (2021)Exploratory Data Mining and Data Cleaning (2003)Duplicate Record Detection: A Survey (2006)A Comparison of Fast Blocking Methods for Record Linkage (2003)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)Deep Learning for Entity Matching (2018)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)
this work references cited by second hop

References

  • 1969A Theory for Record Linkage2,522 cited
  • 2003A comparison of string distance metrics for name-matching tasks1,371 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 1995The merge/purge problem for large databases809 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration347 cited
  • 2003TAILOR: a record linkage toolbox294 cited
  • 2002Learning domain-independent string transformation weights for high accuracy object identification255 cited
  • 2005Robust Identification of Fuzzy Duplicates170 cited
  • 2004Febrl – A Parallel Open Source Data Linkage System103 cited
  • 2004A hierarchical graphical model for record linkage100 cited
  • 2002Learning to match and cluster large high-dimensional data sets for data integration83 cited
  • 2003On Evaluation and Training-Set Construction for Duplicate Detection80 cited

Cited by

  • 2015Entity Resolution with Empirically Motivated Priors60 cited
  • 2009Modeling and querying possible repairs in duplicate detection57 cited

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  • 2006Decision Models for Record Linkage43 cited
  • 2011A transparent and transportable methodology for evaluating Data Linkage software39 cited
  • 2012A tool for generating synthetic authorship records for evaluating author name disambiguation methods23 cited