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Active learning of expressive linkage rules using genetic programming
8 references·3 citing·31 second hop
Active learning of expressive linkage rules using genetic programming (2013)Active learning of expressive linkage rul…Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection (2012)Data Matching: Concepts and T…Data Matching (2012)Data MatchingOn active learning of record matching packages (2010)On active learning of record …TAILOR: a record linkage toolbox (2003)TAILOR: a record linkage tool…Adaptive duplicate detection using learnable string similarity measures (2003)Adaptive duplicate detection …Learning domain-independent string transformation weights for high accuracy object identification (2002)Learning domain-independent s…Learning object identification rules for information integration (2001)Learning object identificatio…A Theory for Record Linkage (1969)A Theory for Record LinkageLow-resource Deep Entity Resolution with Transfer and Active Learning (2019)Low-resource Deep Entity Reso…Active Learning for Large-Scale Entity Resolution (2017)Active Learning for Large-Sca…Unsupervised Entity Resolution on Multi-type Graphs (2016)Unsupervised Entity Resolutio…Integration of heterogeneous databases without common domains using queries based on textual similarity (1998)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (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)CiteSeer (1998)Duplicate Record Detection: A Survey (2006)Question selection for crowd entity resolution (2013)Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges (2017)CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks (2021)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)A taxonomy of privacy-preserving record linkage techniques (2012)Foundations of Data Quality Management (2012)The merge/purge problem for large databases (1995)Interactive deduplication using active learning (2002)A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching (2020)Effective entity matching with transformers (2023)Matching and Record Linkage (1995)A note on using the F-measure for evaluating record linkage algorithms (2017)User Identity Linkage across Online Social Networks (2017)A comparison of string distance metrics for name-matching tasks (2003)Reference reconciliation in complex information spaces (2005)Collective entity resolution in relational data (2007)Deep Learning for Entity Matching (2018)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Record linkage (2006)Neural Networks for Entity Matching: A Survey (2021)(Almost) all of entity resolution (2022)Data cleaning and machine learning: a systematic literature review (2024)Entity resolution (2012)An Overview of End-to-End Entity Resolution for Big Data (2020)
this work references cited by second hop

References

  • 1969A Theory for Record Linkage2,522 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 2012Data Matching745 cited
  • 2012Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection598 cited
  • 2001Learning object identification rules for information integration310 cited
  • 2003TAILOR: a record linkage toolbox294 cited
  • 2002Learning domain-independent string transformation weights for high accuracy object identification255 cited
  • 2010On active learning of record matching packages182 cited

Cited by

  • 2019Low-resource Deep Entity Resolution with Transfer and Active Learning134 cited
  • 2017Active Learning for Large-Scale Entity Resolution71 cited
  • 2016Unsupervised Entity Resolution on Multi-type Graphs48 cited

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