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Similarity encoding for learning with dirty categorical variables · Study

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ArticleSimilarity encoding for learning with dirty categorical variables

Gael P. Varoquaux2018

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Articlebronze2018

Similarity encoding for learning with dirty categorical variables

Gael P. Varoquaux · Balázs Kégl

268 citations·0/0 files stored·Machine Learning

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Data Quality and Management Text and Document Classification Technologies Machine Learning and Data Classification

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References

1969A Theory for Record Linkage 2006Duplicate Record Detection: A Survey 2000Data Cleaning: Problems and Current Approaches.1989Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida 1999Data preparation for data mining 2011Research design and statistical analysis 1999The State of Record Linkage and Current Research Problems 2002Interactive deduplication using active learning

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2007Quality and Complexity Measures for Data Linkage and Deduplicationchapter · 6 shared references 2020Handbook of Data Quality : Research and Practicearticle · 6 shared references 2012A taxonomy of privacy-preserving record linkage techniquesarticle · 5 shared references 2006Domain-independent data cleaning via analysis of entity-relationship grapharticle · 5 shared references 2015Trends in Cleaning Relational Data: Consistency and Deduplicationbook · 5 shared references 2021The Four Generations of Entity Resolutionbook · 5 shared references

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Year2018

Typearticle

Published2018-06-12

VenueMachine Learning

ISSN-L0885-6125

Languageen

Citations268

Files0 public / 0

ShelfData Quality and Management

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doi10.1007/s10994-018-5724-2

openalex_workW2805979482

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