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Faisal Kamiran
Faisal Kamiran
Information Technology University of The Punjab
Verified email at itu.edu.pk - Homepage
Title
Cited by
Cited by
Year
Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders
Knowledge and information systems 33 (1), 1-33, 2012
6722012
Building classifiers with independency constraints
T Calders, F Kamiran, M Pechenizkiy
2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009
3682009
Classifying without discriminating
F Kamiran, T Calders
2009 2nd international conference on computer, control and communication, 1-6, 2009
3452009
Discrimination aware decision tree learning
F Kamiran, T Calders, M Pechenizkiy
2010 IEEE International Conference on Data Mining, 869-874, 2010
3092010
Decision theory for discrimination-aware classification
F Kamiran, A Karim, X Zhang
2012 IEEE 12th International Conference on Data Mining, 924-929, 2012
2102012
Handling conditional discrimination
I Žliobaite, F Kamiran, T Calders
2011 IEEE 11th International Conference on Data Mining, 992-1001, 2011
1382011
Classification with no discrimination by preferential sampling
F Kamiran, T Calders
Proc. 19th Machine Learning Conf. Belgium and The Netherlands, 1-6, 2010
1362010
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
1222013
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
1062013
Machine learning based student grade prediction: A case study
Z Iqbal, J Qadir, AN Mian, F Kamiran
arXiv preprint arXiv:1708.08744, 2017
722017
Classification without discrimination
F Kamiran, T Calders
IEEE International Conference on Computer, Control and Communication (IEEE-IC4), 2009
582009
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
512018
Techniques for discrimination-free predictive models
F Kamiran, T Calders, M Pechenizkiy
Discrimination and privacy in the information society, 223-239, 2013
332013
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
302018
Anti-discrimination analysis using privacy attack strategies
S Ruggieri, S Hajian, F Kamiran, X Zhang
Joint European Conference on Machine Learning and Knowledge Discovery iná…, 2014
262014
Exploiting reject option in classification for social discrimination control
F Kamiran, S Mansha, A Karim, X Zhang
Information Sciences 425, 18-33, 2018
242018
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
232012
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
202015
Causal discrimination discovery through propensity score analysis
B Qureshi, F Kamiran, A Karim, S Ruggieri
arXiv preprint arXiv:1608.03735 12, 2016
172016
Explainable and non-explainable discrimination in classification
F Kamiran, I Žliobaitė
Discrimination and Privacy in the Information Society, 155-170, 2013
172013
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