Faisal Kamiran
Faisal Kamiran
Information Technology University of The Punjab
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Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders
Knowledge and information systems 33 (1), 1-33, 2012
Building classifiers with independency constraints
T Calders, F Kamiran, M Pechenizkiy
2009 IEEE international conference on data mining workshops, 13-18, 2009
Classifying without discriminating
F Kamiran, T Calders
2009 2nd international conference on computer, control and communication, 1-6, 2009
Discrimination aware decision tree learning
F Kamiran, T Calders, M Pechenizkiy
2010 IEEE international conference on data mining, 869-874, 2010
Decision theory for discrimination-aware classification
F Kamiran, A Karim, X Zhang
2012 IEEE 12th international conference on data mining, 924-929, 2012
Classification with no discrimination by preferential sampling
F Kamiran, T Calders
Proc. 19th Machine Learning Conf. Belgium and The Netherlands 1 (6), 2010
Handling conditional discrimination
I Žliobaite, F Kamiran, T Calders
2011 IEEE 11th international conference on data mining, 992-1001, 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
Quantifying explainable discrimination and removing illegal discrimination in automated decision making
F Kamiran, I Žliobaitė, T Calders
Knowledge and information systems 35, 613-644, 2013
Machine learning based student grade prediction: A case study
Z Iqbal, J Qadir, AN Mian, F Kamiran
arXiv preprint arXiv:1708.08744, 2017
A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis
SU Hassan, I Safder, A Akram, F Kamiran
Scientometrics 116, 973-996, 2018
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
Classification without discrimination
F Kamiran, T Calders
IEEE International Conference on Computer, Control and Communication (IEEE-IC4), 2009
Exploiting reject option in classification for social discrimination control
F Kamiran, S Mansha, A Karim, X Zhang
Information Sciences 425, 18-33, 2018
Techniques for discrimination-free predictive models
F Kamiran, T Calders, M Pechenizkiy
Discrimination and privacy in the information society: data mining and …, 2013
Leveraging deep learning and SNA approaches for smart city policing in the developing world
SU Hassan, M Shabbir, S Iqbal, A Said, F Kamiran, R Nawaz, U Saif
International Journal of Information Management 56, 102045, 2021
Explainable and non-explainable discrimination in classification
F Kamiran, I Žliobaitė
Discrimination and Privacy in the Information Society: Data mining and …, 2013
Anti-discrimination analysis using privacy attack strategies
S Ruggieri, S Hajian, F Kamiran, X Zhang
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
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
Causal inference for social discrimination reasoning
B Qureshi, F Kamiran, A Karim, S Ruggieri, D Pedreschi
Journal of Intelligent Information Systems 54 (2), 425-437, 2020
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