Faisal Kamiran
Faisal Kamiran
Information Technology University of The Punjab
Verified email at itu.edu.pk - Homepage
TitleCited byYear
Data preprocessing techniques for classification without discrimination
F Kamiran, T Calders
Knowledge and Information Systems 33 (1), 1-33, 2012
1842012
Discrimination aware decision tree learning
F Kamiran, T Calders, M Pechenizkiy
2010 IEEE International Conference on Data Mining, 869-874, 2010
1682010
Classifying without discriminating
F Kamiran, T Calders
2009 2nd International Conference on Computer, Control and Communication, 1-6, 2009
1572009
Building classifiers with independency constraints
T Calders, F Kamiran, M Pechenizkiy
2009 IEEE International Conference on Data Mining Workshops, 13-18, 2009
1292009
Classification with no discrimination by preferential sampling
F Kamiran, T Calders
Proc. 19th Machine Learning Conf. Belgium and The Netherlands, 1-6, 2010
972010
Handling conditional discrimination
I Žliobaite, F Kamiran, T Calders
2011 IEEE 11th International Conference on Data Mining, 992-1001, 2011
912011
Decision theory for discrimination-aware classification
F Kamiran, A Karim, X Zhang
2012 IEEE 12th International Conference on Data Mining, 924-929, 2012
592012
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
542013
Classification without discrimination
F Kamiran, T Calders
IEEE International Conference on Computer, Control and Communication (IEEE-IC4), 2009
532009
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
402013
Techniques for discrimination-free predictive models
F Kamiran, T Calders, M Pechenizkiy
Discrimination and Privacy in the Information Society, 223-239, 2013
172013
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
162014
Mining exceptional relationships with grammar-guided genetic programming
JM Luna, M Pechenizkiy, S Ventura
Knowledge and Information Systems 47 (3), 571-594, 2016
152016
Causal discrimination discovery through propensity score analysis
B Qureshi, F Kamiran, A Karim, S Ruggieri
arXiv preprint arXiv:1608.03735, 2016
112016
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
112012
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
92018
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
92015
Explainable and non-explainable discrimination in classification
F Kamiran, I Žliobaitė
Discrimination and Privacy in the Information Society, 155-170, 2013
52013
An unsupervised method for discovering lexical variations in roman urdu informal text
A Rafae, A Qayyum, M Moeenuddin, A Karim, H Sajjad, F Kamiran
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
42015
Technologies for dealing with information overload: an engineers' point of view
TGK Calders, GHL Fletcher, F Kamiran, M Pechenizkiy
Information overload: an international challenge for professional engineers …, 2012
42012
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