Publications


2016


  • S. Mansha, F. Kamiran, A. Karim, A. Anwar. “A Self-Organizing Map for Identifying Influential Communities in Speech-based Networks“, In Proc. CIKM 2016, Indianapolis USA. [CORE Flag 'A']
  • S. Mansha, Z. Babar, F. Kamiran, A. Karim. “Neural Network Based Association Rule Mining from Uncertain Data” In Proc. ICONIP 2016. Kyoto Japan. [CORE Flag 'A']
  • A. Anwar, S. Mansha, F. Kamiran, A. Karim. “Identification of Influential Users in Speech Based Networks”, In Proc. PACIS 2016. Chiayi Taiwan. [CORE Flag 'A']

2015


  • Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran. An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text. EMNLP 2015: 823-828.  [Google Scholar Metrics h5-index 56] [CORE Flag 'A']
  • Mohsin Iqbal, Asim Karim, Faisal Kamiran. Bias-aware lexicon-based sentiment analysis. SAC 2015: 845-850. [CORE Flag 'B'].
  • Zaheer Babar, Abdul Mannan, Faisal Kamiran and Asim Karim. Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing Countries, International Conference on Data Mining Workshops 2015 [Google Scholar Metrics h5-index 24]

2014


  • Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang. Anti-discrimination Analysis Using Privacy Attack Strategies. ECML/PKDD (2) 2014: 694-710. [CORE Flag 'A']

2013


  • Faisal Kamiran, Indre Zliobaite, Toon Calders. Quantifying explainable discrimination and removing illegal discrimination in automated decision making. Knowl. Inf. Syst. 35(3): 613-644(2013). [Impact Factor: 1.782]
  • Toon Calders, Asim Karim, Faisal Kamiran, Wasif Ali, Xiangliang Zhang. Controlling Attribute Effect in Linear Regression. ICDM 2013: 71-80. [Google Scholar Metrics h5-index 24][Core Flag 'A*'] 
  • Faisal Kamiran, Indre Zliobaite. Explainable and Non-explainable Discrimination in Classification. Discrimination and Privacy in the Information Society 2013: 155-170
  • Faisal Kamiran, Toon Calders, Mykola Pechenizkiy. Techniques for Discrimination-Free Predictive Models. Discrimination and Privacy in the Information Society 2013: 223-239
  • Mykola Pechenizkiy, Marek Wojciechowski, Faisal Kamiran. New Trends in Databases and Information Systems, Workshop Proceedings of the 16th East European Conference ADBIS 2012, Pozna, Poland, September 17-21, 2012} , [Google Scholar Metrics h5-index 12]

2012


  • Faisal Kamiran, Asim Karim, Sicco Verwer, Heike Goudriaan. Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset. ICDM Workshops 2012: 370-377 [Google Scholar Metrics h5-index 24][Core Flag 'A*']
  • Faisal Kamiran, Asim Karim, Xiangliang Zhang. Decision Theory for Discrimination-Aware Classification. ICDM 2012: 924-929. [Google Scholar Metrics h5-index 24][Core Flag 'A*']
  • Toon Calders, George HL Fletcher, Faisal Kamiran, Mykola Pechenizkiy. Technologies for Dealing with Information Overload: An Engineer’s Point of View. Information Overload: An International Challenge for Professional Engineers and Technical Communicators: (175-202)

2011


  • Faisal Kamiran, Toon Calders. Data preprocessing techniques for classification without discrimination. Knowl. Inf. Syst. 33(1): 1-33 (2011) [Impact Factor: 1.782]
  • Indre Zliobaite, Faisal Kamiran, Toon Calders. Handling Conditional Discrimination. ICDM 2011: 992-1001. [Google Scholar Metrics h5-index 24][Core Flag 'A*']

2010


  • Faisal Kamiran, Toon Calders, Mykola Pechenizkiy. Discrimination Aware Decision Tree Learning. ICDM 2010: 869-874. [Google Scholar Metrics h5-index 24][Core Flag 'A*']
  • Faisal Kamiran, Toon Calders. Classification with no discrimination by preferential sampling.Proc. 19th Machine Learning Conf. Belgium and The Netherlands
  • Faisal Kamiran, Toon Calders. Exploiting independency constraints for classification.
  • Faisal Kamiran, Toon Calders, M. Pechenizkiy. Constructing decision trees under non-discriminatory constraints.In Proc. ICDM 2010. IEEE press. Sydney, Australia [Google Scholar Metrics h5-index 24][Core Flag 'A*']
  • Faisal Kamiran, Toon Calders. Classification with Independency Constraints.

2009


  • Toon Calders, Faisal Kamiran, Mykola Pechenizkiy: Building Classifiers with Independency Constraints. ICDM Workshops 2009: 13-18 [Google Scholar Metrics h5-index 24]