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2020 – today
- 2022
[j10]Meike Zehlike, Tom Sühr
, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian:
Fair Top-k Ranking with multiple protected groups. Inf. Process. Manag. 59(1): 102707 (2022)- 2020
- [j9]Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa:
FaiRecSys: mitigating algorithmic bias in recommender systems. Int. J. Data Sci. Anal. 9(2): 197-213 (2020) - [j8]Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti:
Correction to: Exposing the probabilistic causal structure of discrimination. Int. J. Data Sci. Anal. 9(3): 373 (2020)
2010 – 2019
- 2019
- [c10]Michael Stegmaier, Alexander Raschke, Matthias Tichy, Eva-Maria Meßner, Sara Hajian, Anna Feldengut:
Insights for Improving Diagram Editing Gained from an Empirical Study. MoDELS (Companion) 2019: 405-412 - 2017
- [j7]Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti:
Exposing the probabilistic causal structure of discrimination. Int. J. Data Sci. Anal. 3(1): 1-21 (2017) - [c9]Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates:
FA*IR: A Fair Top-k Ranking Algorithm. CIKM 2017: 1569-1578 - [c8]Michele Gentili, Sara Hajian, Carlos Castillo:
A Case Study of Anonymization of Medical Surveys. DH 2017: 77-81 - [i3]Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates:
FA*IR: A Fair Top-k Ranking Algorithm. CoRR abs/1706.06368 (2017) - 2016
- [j6]Sara Hajian, Tamir Tassa, Francesco Bonchi:
Individual privacy in social influence networks. Soc. Netw. Anal. Min. 6(1): 2:1-2:14 (2016) - [c7]Sara Hajian, Francesco Bonchi, Carlos Castillo:
Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining. KDD 2016: 2125-2126 - 2015
- [j5]Sara Hajian, Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, Fosca Giannotti:
Discrimination- and privacy-aware patterns. Data Min. Knowl. Discov. 29(6): 1733-1782 (2015) - [i2]Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti:
Exposing the Probabilistic Causal Structure of Discrimination. CoRR abs/1510.00552 (2015) - 2014
- [j4]Sara Hajian, Josep Domingo-Ferrer, Oriol Farràs:
Generalization-based privacy preservation and discrimination prevention in data publishing and mining. Data Min. Knowl. Discov. 28(5-6): 1158-1188 (2014) - [c6]Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang:
Anti-discrimination Analysis Using Privacy Attack Strategies. ECML/PKDD (2) 2014: 694-710 - [c5]Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti:
Fair pattern discovery. SAC 2014: 113-120 - 2013
- [b1]Sara Hajian:
Simultaneous discrimination prevention and privacy protection in data publishing and mining. University of Rovira i Virgili, Spain, 2013 - [j3]Sara Hajian, Josep Domingo-Ferrer:
A Methodology for Direct and Indirect Discrimination Prevention in Data Mining. IEEE Trans. Knowl. Data Eng. 25(7): 1445-1459 (2013) - [p1]Sara Hajian, Josep Domingo-Ferrer:
Direct and Indirect Discrimination Prevention Methods. Discrimination and Privacy in the Information Society 2013: 241-254 - [i1]Sara Hajian:
Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining. CoRR abs/1306.6805 (2013) - 2012
- [c4]Sara Hajian, Josep Domingo-Ferrer:
A Study on the Impact of Data Anonymization on Anti-discrimination. ICDM Workshops 2012: 352-359 - [c3]Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti:
Injecting Discrimination and Privacy Awareness Into Pattern Discovery. ICDM Workshops 2012: 360-369 - 2011
- [j2]Sara Hajian, Mohammad Abdollahi Azgomi:
A privacy preserving clustering technique for horizontally and vertically distributed datasets. Intell. Data Anal. 15(4): 503-532 (2011) - [j1]Sara Hajian, Mohammad Abdollahi Azgomi:
On the Use of Haar Wavelet Transform and Scaling Data perturbation for Privacy Preserving Clustering of Large Datasets. Int. J. Wavelets Multiresolution Inf. Process. 9(6): 867-904 (2011) - [c2]Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté:
Discrimination prevention in data mining for intrusion and crime detection. CICS 2011: 47-54 - [c1]Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté:
Rule Protection for Indirect Discrimination Prevention in Data Mining. MDAI 2011: 211-222
Coauthor Index
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