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A note on using the F-measure for evaluating record linkage algorithms · Study

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ArticleA note on using the F-measure for evaluating record linkage algorithms

David J. Hand2017

Article2017

A note on using the F-measure for evaluating record linkage algorithms

David J. Hand · Peter Christen

247 citations·0/0 files stored·Statistics and Computing

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Data Quality and Management Data Mining and Machine Learning Applications Machine Learning and Data Classification

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References

1969A Theory for Record Linkage 1989Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida 2011A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication 2012Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection 2007Data Quality and Record Linkage Techniques 2012Entity resolution 2012A taxonomy of privacy-preserving record linkage techniques 2010An Introduction to Duplicate Detection

Cited by

2021The Four Generations of Entity Resolution 2021Intelligent Stress Monitoring Assistant for First Responders 2019Automatic detection of relationships between banking operations using machine learning 2024Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment 2021Evaluating machine learning techniques for archaeological lithic sourcing: a case study of flint in Britain

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

1995Matching and Record Linkageother · 6 shared references 2021Neural Networks for Entity Matching: A Surveyarticle · 6 shared references 2022(Almost) all of entity resolutionreview · 6 shared references 2020Blocking and Filtering Techniques for Entity Resolutionarticle · 5 shared references 2016Bayesian Estimation of Bipartite Matchings for Record Linkagearticle · 5 shared references 2014An Evaluation Framework for Privacy-Preserving Record Linkagearticle · 5 shared references

Details

Year2017

Typearticle

Published2017-04-18

VenueStatistics and Computing

ISSN-L0960-3174

Languageen

Citations247

Files0 public / 0

ShelfData Quality and Management

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doi10.1007/s11222-017-9746-6

openalex_workW2606460416

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