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Direct and Indirect Discrimination Prevention Methods
12 references·1 citing·24 second hop
Direct and Indirect Discrimination Prevention Methods (2012)Direct and Indirect Discrimination Preven…A Methodology for Direct and Indirect Discrimination Prevention in Data Mining (2012)A Methodology for Direct and …Rule Protection for Indirect Discrimination Prevention in Data Mining (2011)Rule Protection for Indirect …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 …Employment Non-Discrimination Act (2010)Employment Non-Discrimination…Discrimination Aware Decision Tree Learning (2010)Discrimination Aware Decision…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…Maschinelles Lernen und Diskriminierung: Probleme und Lösungsansätze (2019)Maschinelles Lernen und Diskr…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)Introduction to Data Mining (2007)Decision Theory for Discrimination-Aware Classification (2012)FA*IR (2017)Inherent Tradeoffs in the Fair Determination of Risk Scores (2023)Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset (2012)Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining (2012)Techniques for Discrimination-Free Predictive Models (2012)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)Mitigating Bias in Algorithmic Systems—A Fish-eye View (2022)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Smartphone Usage Diversity among Older People (2019)FairGAN: Fairness-aware Generative Adversarial Networks (2018)
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
  • 2012A Methodology for Direct and Indirect Discrimination Prevention in Data Mining308 cited
  • 2010Discrimination Aware Decision Tree Learning303 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
  • 2011Rule Protection for Indirect Discrimination Prevention in Data Mining44 cited
  • 2009Classification Without Discrimination36 cited
  • 2010Employment Non-Discrimination Act30 cited

Cited by

  • 2019Maschinelles Lernen und Diskriminierung: Probleme und Lösungsansätze21 cited

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