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Rule Protection for Indirect Discrimination Prevention in Data Mining
8 references·4 citing·27 second hop
Rule Protection for Indirect Discrimination Prevention in Data Mining (2011)Rule Protection for Indirect Discriminati…Discrimination prevention in data mining for intrusion and crime detection (2011)Discrimination prevention in …Three naive Bayes approaches for discrimination-free classification (2010)Three naive Bayes approaches …Data mining for discrimination discovery (2010)Data mining for discriminatio…Measuring Discrimination in Socially-Sensitive Decision Records (2009)Measuring Discrimination in S…Integrating induction and deduction for finding evidence of discrimination (2009)Integrating induction and ded…Classifying without discriminating (2009)Classifying without discrimin…Classification Without Discrimination (2009)Classification Without Discri…Discrimination-aware data mining (2008)Discrimination-aware data min…Techniques for Discrimination-Free Predictive Models (2012)Techniques for Discrimination…Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining (2012)Exploring Discrimination: A U…Direct and Indirect Discrimination Prevention Methods (2012)Direct and Indirect Discrimin…Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset (2012)Classifying Socially Sensitiv…A note on the calculation and interpretation of the Gini index (1984)Data preprocessing techniques for classification without discrimination (2011)From privacy to anti-discrimination in times of machine learning (2019)Maschinelles Lernen und Diskriminierung: Probleme und Lösungsansätze (2019)Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML (2024)Group Rights and Discrimination in International Law (1990)Handling Conditional Discrimination (2011)Ageism in the era of digital platforms (2020)The Economics of Discrimination. (1972)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Field Experiments of Discrimination in the Market Place (2002)A Causal Framework for Discovering and Removing Direct and Indirect Discrimination (2017)Human Judgment in algorithmic loops: Individual justice and automated decision‐making (2020)Using Data Sciences in Digital Marketing: Framework, methods, and performance metrics (2020)Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)'It's Reducing a Human Being to a Percentage' (2018)Better decision support through exploratory discrimination-aware data mining: foundations and empirical evidence (2014)Modeling Epistemological Principles for Bias Mitigation in AI Systems (2018)Mitigating Bias in Algorithmic Systems—A Fish-eye View (2022)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)HR analytics and ethics (2019)Smartphone Usage Diversity among Older People (2019)Discrimination Aware Decision Tree Learning (2010)FairGAN: Fairness-aware Generative Adversarial Networks (2018)Inherent Tradeoffs in the Fair Determination of Risk Scores (2023)Integrating induction and deduction for finding evidence of discrimination (2010)
this work references cited by second hop

References

  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2008Discrimination-aware data mining676 cited
  • 2009Classifying without discriminating403 cited
  • 2009Measuring Discrimination in Socially-Sensitive Decision Records175 cited
  • 2010Data mining for discrimination discovery167 cited
  • 2011Discrimination prevention in data mining for intrusion and crime detection67 cited
  • 2009Integrating induction and deduction for finding evidence of discrimination55 cited
  • 2009Classification Without Discrimination36 cited

Cited by

  • 2012Techniques for Discrimination-Free Predictive Models36 cited
  • 2012Direct and Indirect Discrimination Prevention Methods27 cited
  • 2012Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining24 cited
  • 2012Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset18 cited

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