Faisal Kamiran worked as a Postdoctoral Research Fellow with Professor Xiangliang Zhang at Machine Intelligence and kNowledge Engineering (MINE) Laboratory during April 2012 - April 2014 in King Abdullah University of Science and Technology (KAUST).
First employment: Tenure Track Assistant Professor, Information Technology University (ITU), Punjab, Pakistan.
Research Interests
Faisal's research interests include Data mining, cost sensitive learning, privacy preserving.
Selected Publications
- Toon Calders, Asim Karim, Faisal Kamiran, Wasif Ali, Xiangliang Zhang, Controlling Attribute Effect in Linear Regression. Proc. of 13th IEEE International Conference on Data Mining (ICDM 2013), Dallas, Texas, December 7-10, 2013 (regular paper, acceptance rate=94/809=11.6%).
- F. Kamiran and T. Calders. Data pre-processing techniques for classification without discrimination, Knowledge and Information Systems, pages 1-33, 2012.
- Faisal Kamiran, Asim Karim, and Xiangliang Zhang, Decision Theory for Discrimination-aware Classification. Proc. of 12th IEEE International Conference on Data Mining (ICDM 2012), pages 924-929, Brussels, Belgium, December 10 - 13, 2012 (acceptance rate=151/756=20%).
- I. Zliobaite, F. Kamiran, and T. Calders. Handling conditional discrimination. In Proc. of IEEE Int. Conf. on Data Mining (ICDM 2011), pages 992-1001, 2011. Vancouver, Canada.
- F. Kamiran, T. Calders, and M. Pechenizkiy. Discrimination-aware decision tree learning. In Proc. of IEEE Int. Conf. on Data Mining (ICDM 2010), pages 869-874, 2010. Sydney, Australia.
Education Profile
- M.S., Computer Science, University of the Central Punjab (UCP), Pakistan, 2006.
- Ph.D., Computer Science, Eindhoven University of Technology, The Netherlands, 2011.
Professional Memberships
- SKIS, IEEE, ACM.
Awards and Distinctions
- IBM travel grant ( 520 USD ) for attending ICDM 2011.
- Best student paper award, IEEE IC4 conference, 2009.