| Data preprocessing techniques for classification without discrimination F Kamiran, T Calders Knowledge and Information Systems 33 (1), 1-33, 2012 | 582 | 2012 |
| Building classifiers with independency constraints T Calders, F Kamiran, M Pechenizkiy 2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009 | 331 | 2009 |
| Classifying without discriminating F Kamiran, T Calders 2009 2nd international conference on computer, control and communication, 1-6, 2009 | 316 | 2009 |
| Discrimination aware decision tree learning F Kamiran, T Calders, M Pechenizkiy 2010 IEEE International Conference on Data Mining, 869-874, 2010 | 291 | 2010 |
| Decision theory for discrimination-aware classification F Kamiran, A Karim, X Zhang 2012 IEEE 12th International Conference on Data Mining, 924-929, 2012 | 187 | 2012 |
| Classification with no discrimination by preferential sampling F Kamiran, T Calders Proc. 19th Machine Learning Conf. Belgium and The Netherlands, 1-6, 2010 | 135 | 2010 |
| Handling conditional discrimination I Žliobaite, F Kamiran, T Calders 2011 IEEE 11th International Conference on Data Mining, 992-1001, 2011 | 132 | 2011 |
| Controlling attribute effect in linear regression T Calders, A Karim, F Kamiran, W Ali, X Zhang 2013 IEEE 13th international conference on data mining, 71-80, 2013 | 115 | 2013 |
| Quantifying explainable discrimination and removing illegal discrimination in automated decision making F Kamiran, I Žliobaitė, T Calders Knowledge and information systems 35 (3), 613-644, 2013 | 97 | 2013 |
| Machine learning based student grade prediction: A case study Z Iqbal, J Qadir, AN Mian, F Kamiran arXiv preprint arXiv:1708.08744, 2017 | 62 | 2017 |
| Classification without discrimination F Kamiran, T Calders IEEE International Conference on Computer, Control and Communication (IEEE-IC4), 2009 | 58 | 2009 |
| A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis SU Hassan, I Safder, A Akram, F Kamiran Scientometrics 116 (2), 973-996, 2018 | 45 | 2018 |
| Techniques for discrimination-free predictive models F Kamiran, T Calders, M Pechenizkiy Discrimination and privacy in the information society, 223-239, 2013 | 33 | 2013 |
| Overlapping toxic sentiment classification using deep neural architectures HH Saeed, K Shahzad, F Kamiran 2018 IEEE international conference on data mining workshops (ICDMW), 1361-1366, 2018 | 28 | 2018 |
| Anti-discrimination analysis using privacy attack strategies S Ruggieri, S Hajian, F Kamiran, X Zhang Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014 | 24 | 2014 |
| Exploiting reject option in classification for social discrimination control F Kamiran, S Mansha, A Karim, X Zhang Information Sciences 425, 18-33, 2018 | 20 | 2018 |
| Bias-aware lexicon-based sentiment analysis M Iqbal, A Karim, F Kamiran Proceedings of the 30th Annual ACM Symposium on Applied Computing, 845-850, 2015 | 20 | 2015 |
| Classifying socially sensitive data without discrimination: An analysis of a crime suspect dataset F Kamiran, A Karim, S Verwer, H Goudriaan 2012 IEEE 12th International Conference on Data Mining Workshops, 370-377, 2012 | 20 | 2012 |
| Balancing prediction errors for robust sentiment classification M Iqbal, A Karim, F Kamiran ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (3), 1-21, 2019 | 16 | 2019 |
| Causal discrimination discovery through propensity score analysis B Qureshi, F Kamiran, A Karim, S Ruggieri arXiv preprint arXiv:1608.03735 12, 2016 | 16 | 2016 |
Toon CaldersUniversity of AntwerpVerified email at uantwerpen.be
