Sara Hajian
Sara Hajian
NTENT
Verified email at ntent.com
TitleCited byYear
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
1802013
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
962016
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
762011
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
502017
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
472011
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
462015
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
432014
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
402017
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
192012
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
Direct and indirect discrimination prevention methods
S Hajian, J Domingo-Ferrer
Discrimination and Privacy in the Information Society, 241-254, 2013
152013
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
142008
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
132012
Simultaneous discrimination prevention and privacy protection in data publishing and mining
S Hajian
arXiv preprint arXiv:1306.6805, 2013
122013
A privacy preserving clustering technique for horizontally and vertically distributed datasets
S Hajian, MA Azgomi
Intelligent Data Analysis 15 (4), 503-532, 2011
92011
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
72011
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
52017
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
42014
Individual privacy in social influence networks
S Hajian, T Tassa, F Bonchi
Social Network Analysis and Mining 6 (1), 2, 2016
32016
Database Privacy
J Domingo-Ferrer, D Sánchez, S Hajian
Privacy in a Digital, Networked World, 9-35, 2015
12015
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Articles 1–20