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Learning expressive linkage rules using genetic programming
11 references·9 citing·30 second hop
Learning expressive linkage rules using genetic programming (2012)Learning expressive linkage rules using g…On active learning of record matching packages (2010)On active learning of record …Frameworks for entity matching: A comparison (2009)Frameworks for entity matchin…Duplicate Record Detection: A Survey (2006)Duplicate Record Detection: A…TAILOR: a record linkage toolbox (2003)TAILOR: a record linkage tool…Record Linkage: Current Practice and Future Directions (2003)Record Linkage: Current Pract…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…Interactive deduplication using active learning (2002)Interactive deduplication usi…Learning object identification rules for information integration (2001)Learning object identificatio…Matching and Record Linkage (1995)Matching and Record LinkageA Theory for Record Linkage (1969)A Theory for Record LinkageGeospatial Data Science (2023)Geospatial Data ScienceThe Four Generations of Entity Resolution (2021)The Four Generations of Entit…Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI (2020)Domain- and Structure-Agnosti…End-to-End Entity Resolution for Big Data: A Survey (2019)End-to-End Entity Resolution …The return of jedAI (2018)The return of jedAIA novel ensemble learning approach to unsupervised record linkage (2017)A novel ensemble learning app…On the efficient execution of bounded Jaro-Winkler distances (2016)On the efficient execution of…Instance Matching Benchmarks in the Era of Linked Data (2016)Instance Matching Benchmarks …Discovering linkage points over web data (2013)Discovering linkage points ov…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)Collective entity resolution in relational data (2007)A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication (2011)Big Data Integration (2013)Data Cleaning: Problems and Current Approaches. (2000)Comparative analysis of approximate blocking techniques for entity resolution (2016)User Identity Linkage across Online Social Networks (2017)An Overview of End-to-End Entity Resolution for Big Data (2020)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)CiteSeer (1998)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)Research problems in data warehousing (1995)A comparison of string distance metrics for name-matching tasks (2003)Reference reconciliation in complex information spaces (2005)Deep Learning for Entity Matching (2018)A Latent Dirichlet Model for Unsupervised Entity Resolution (2006)Record linkage (2006)A probabilistic similarity metric for Medline records: A model for author name disambiguation (2004)Regression Analysis With Linked Data (2005)Schema Matching Using Duplicates (2005)
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References

  • 1969A Theory for Record Linkage2,522 cited
  • 2006Duplicate Record Detection: A Survey1,979 cited
  • 2003Adaptive duplicate detection using learnable string similarity measures930 cited
  • 2002Interactive deduplication using active learning696 cited
  • 2009Frameworks for entity matching: A comparison372 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
  • 1995Matching and Record Linkage222 cited
  • 2010On active learning of record matching packages182 cited
  • 2003Record Linkage: Current Practice and Future Directions160 cited

Cited by

  • 2021The Four Generations of Entity Resolution78 cited
  • 2018The return of jedAI67 cited
  • 2020Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI41 cited
  • 2013Discovering linkage points over web data39 cited
  • 2016On the efficient execution of bounded Jaro-Winkler distances

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39 cited
  • 2017A novel ensemble learning approach to unsupervised record linkage37 cited
  • 2019End-to-End Entity Resolution for Big Data: A Survey34 cited
  • 2016Instance Matching Benchmarks in the Era of Linked Data29 cited
  • 2023Geospatial Data Science5 cited