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Rule Protection for Indirect Discrimination Prevention in Data Mining · Study

WorkRule Protection for Indirect Discrimination Prevention in Data Mining

Sara Hajian2011

Work2011

Rule Protection for Indirect Discrimination Prevention in Data Mining

Sara Hajian · Josep Domingo‐Ferrer · Antoni Martínez-Ballesté

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

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Ethics and Social Impacts of AI Privacy-Preserving Technologies in Data Discrimination and Equality Law

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References

2010Three naive Bayes approaches for discrimination-free classification 2008Discrimination-aware data mining 2009Classifying without discriminating 2009Measuring Discrimination in Socially-Sensitive Decision Records 2010Data mining for discrimination discovery 2011Discrimination prevention in data mining for intrusion and crime detection 2009Integrating induction and deduction for finding evidence of discrimination 2009Classification Without Discrimination

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2012Techniques for Discrimination-Free Predictive Models 2012Direct and Indirect Discrimination Prevention Methods 2012Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining 2012Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset

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2012Direct and Indirect Discrimination Prevention Methodschapter · 8 shared references 2014Better decision support through exploratory discrimination-aware data mining: foundations and empirical evidencearticle · 6 shared references 2012Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Miningother · 6 shared references 2012Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Datasetother · 6 shared references 2016Situation testing-based discrimination discovery: a causal inference approachother · 5 shared references 2022Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspectivearticle · 5 shared references

Details

Year2011

Typeother

Published2011-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations44

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-642-22589-5_20

openalex_workW183455186

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