Kamiran, Faisal

Data preprocessing techniques for classification without discrimination

Kamiran, F., & Calders, T. (2012) · Knowledge and Information Systems

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 1,305

Building Classifiers with Independency Constraints

Calders, T., Kamiran, F., & Pechenizkiy, M. (2009) · 2009 IEEE International Conference on Data Mining Workshops

Machine Learning and Data ClassificationMachine Learning and Algorithms

Cited by 468

Classifying without discriminating

Kamiran, F., & Calders, T. (2009) · 2009 2nd International Conference on Computer, Control and Communication

Ethics and Social Impacts of AIImbalanced Data Classification Techniques

Cited by 409

Discrimination Aware Decision Tree Learning

Kamiran, F., Calders, T., & Pechenizkiy, M. (2010) · 2010 IEEE International Conference on Data Mining

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 303

Decision Theory for Discrimination-Aware Classification

Kamiran, F., Karim, A., & Zhang, X. (2012) · 2012 IEEE 12th International Conference on Data Mining

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 300

Handling Conditional Discrimination

Žliobaite, I., Kamiran, F., & Calders, T. (2011) · 2011 IEEE 11th International Conference on Data Mining

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 125

Quantifying explainable discrimination and removing illegal discrimination in automated decision making

Kamiran, F., Žliobaitė, I., & Calders, T. (2013) · Knowledge and Information Systems

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 99