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


  • Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran.Ai??An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text. EMNLP 2015: 823-828. Ai??[Google Scholar Metrics h5-index 56]Ai??[CORE Flag 'A']
  • Mohsin Iqbal, Asim Karim, Faisal Kamiran.Ai??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 MetricsAi??h5-index 24]


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


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


  • Faisal Kamiran, Asim Karim, Sicco Verwer, Heike Goudriaan.Ai??Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset. ICDM Workshops 2012: 370-377Ai??[Google Scholar MetricsAi??h5-index 24][Core Flag 'A*']
  • Faisal Kamiran, Asim Karim, Xiangliang Zhang.Ai??Decision Theory for Discrimination-Aware Classification. ICDM 2012: 924-929.Ai??[Google Scholar MetricsAi??h5-index 24][Core Flag 'A*']
  • Toon Calders, George HL Fletcher, Faisal Kamiran, Mykola Pechenizkiy.Ai??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)


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


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


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