| A methodology for direct and indirect discrimination prevention in data mining S Hajian, J Domingo-Ferrer IEEE transactions on knowledge and data engineering 25 (7), 1445-1459, 2013 | 256 | 2013 |
| Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining S Hajian, F Bonchi, C Castillo Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 246 | 2016 |
| Fa* ir: A fair top-k ranking algorithm M Zehlike, F Bonchi, C Castillo, S Hajian, M Megahed, R Baeza-Yates Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 172 | 2017 |
| Discrimination prevention in data mining for intrusion and crime detection S Hajian, J Domingo-Ferrer, A Martinez-Balleste Computational Intelligence in Cyber Security (CICS), 2011 IEEE Symposium on …, 2011 | 98 | 2011 |
| Discrimination-and privacy-aware patterns S Hajian, J Domingo-Ferrer, A Monreale, D Pedreschi, F Giannotti Data Mining and Knowledge Discovery 29 (6), 1733-1782, 2015 | 73 | 2015 |
| Rule protection for indirect discrimination prevention in data mining S Hajian, J Domingo-Ferrer, A Martinez-Balleste International Conference on Modeling Decisions for Artificial Intelligence …, 2011 | 65 | 2011 |
| Exposing the probabilistic causal structure of discrimination F Bonchi, S Hajian, B Mishra, D Ramazzotti International Journal of Data Science and Analytics 3 (1), 1-21, 2017 | 62 | 2017 |
| Generalization-based privacy preservation and discrimination prevention in data publishing and mining S Hajian, J Domingo-Ferrer, O Farràs Data Mining and Knowledge Discovery 28 (5-6), 1158-1188, 2014 | 59 | 2014 |
| Injecting discrimination and privacy awareness into pattern discovery S Hajian, A Monreale, D Pedreschi, J Domingo-Ferrer, F Giannotti Data Mining Workshops (ICDMW), 2012 IEEE 12th International Conference on …, 2012 | 27 | 2012 |
| Direct and indirect discrimination prevention methods S Hajian, J Domingo-Ferrer Discrimination and Privacy in the Information Society, 241-254, 2013 | 23 | 2013 |
| 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 | 20 | 2014 |
| Simultaneous discrimination prevention and privacy protection in data publishing and mining S Hajian arXiv preprint arXiv:1306.6805, 2013 | 18 | 2013 |
| A Study on the Impact of Data Anonymization on Anti-discrimination S Hajian, J Domingo-Ferrer Data Mining Workshops (ICDMW), 2012 IEEE 12th International Conference on …, 2012 | 18 | 2012 |
| FaiRecSys: mitigating algorithmic bias in recommender systems B Edizel, F Bonchi, S Hajian, A Panisson, T Tassa International Journal of Data Science and Analytics, 1-17, 2019 | 15 | 2019 |
| A privacy preserving clustering technique using Haar wavelet transform and scaling data perturbation S Hajian, MA Azgomi Innovations in Information Technology, 2008. IIT 2008. International …, 2008 | 15 | 2008 |
| A privacy preserving clustering technique for horizontally and vertically distributed datasets S Hajian, MA Azgomi Intelligent Data Analysis 15 (4), 503-532, 2011 | 10 | 2011 |
| A Case Study of Anonymization of Medical Surveys M Gentili, S Hajian, C Castillo Proceedings of the 2017 International Conference on Digital Health, 77-81, 2017 | 9 | 2017 |
| Individual privacy in social influence networks S Hajian, T Tassa, F Bonchi Social Network Analysis and Mining 6 (1), 2, 2016 | 8 | 2016 |
| On the use of haar wavelet transform and scaling data perturbation for privacy preserving clustering of large datasets S Hajian, MA Azgomi International Journal of Wavelets, Multiresolution and Information …, 2011 | 7 | 2011 |
| Fair pattern discovery S Hajian, A Monreale, D Pedreschi, J Domingo-Ferrer, F Giannotti Proceedings of the 29th Annual ACM Symposium on Applied Computing, 113-120, 2014 | 6 | 2014 |
Josep Domingo-FerrerDistinguished Professor, Universitat Rovira i Virgili, UNESCO Chair in Data Privacy, FIEEE, ACM DSVerified email at urv.cat
