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Probabilistic Data Generation for Deduplication and Data Linkage · Study

WorkProbabilistic Data Generation for Deduplication and Data Linkage

Peter Christen2005

Work2005

Probabilistic Data Generation for Deduplication and Data Linkage

65 citations·0/0 files stored·Lecture notes in computer science

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Data Quality and Management Privacy-Preserving Technologies in Data Machine Learning and Data Classification

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References

1969A Theory for Record Linkage 2003A comparison of string distance metrics for name-matching tasks 2003Adaptive duplicate detection using learnable string similarity measures 1995The merge/purge problem for large databases 2002Interactive deduplication using active learning 2002Learning to match and cluster large high-dimensional data sets for data integration 2003TAILOR: a record linkage toolbox 2002Learning domain-independent string transformation weights for high accuracy object identification

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2015Entity Resolution with Empirically Motivated Priors 2009Modeling and querying possible repairs in duplicate detection 2006Decision Models for Record Linkage 2012A tool for generating synthetic authorship records for evaluating author name disambiguation methods

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

2007Quality and Complexity Measures for Data Linkage and Deduplicationchapter · 8 shared references 2009Record Matching over Query Results from Multiple Web Databasesarticle · 8 shared references 2006Adaptive Blocking: Learning to Scale Up Record Linkageother · 7 shared references 2004Iterative record linkage for cleaning and integrationother · 7 shared references 2008Automatic record linkage using seeded nearest neighbour and support vector machine classificationother · 7 shared references 2006Domain-independent data cleaning via analysis of entity-relationship grapharticle · 7 shared references

Details

Year2005

Typeother

Published2005-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations65

Files0 public / 0

ShelfData Quality and Management

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doi10.1007/11508069_15

openalex_workW1518784700

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