Sara Hajian

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 10

Top Topics

Causal Structure

Ranking Algorithm

Privacy Preservation

Data Publishing

Top Venues

Int. J. Data Sci. Anal.

Data Min. Knowl. Discov.

Publications

Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
Ranking with multiple protected groups. Inf. Process. Manag. 59 (1) (2022)
Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa
FaiRecSys: mitigating algorithmic bias in recommender systems. Int. J. Data Sci. Anal. 9 (2) (2020)
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
Correction to: Exposing the probabilistic causal structure of discrimination. Int. J. Data Sci. Anal. 9 (3) (2020)
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)
Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates
FA*IR: A Fair Top-k Ranking Algorithm. CIKM (2017)
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
Exposing the probabilistic causal structure of discrimination. Int. J. Data Sci. Anal. 3 (1) (2017)
Michele Gentili, Sara Hajian, Carlos Castillo
A Case Study of Anonymization of Medical Surveys. DH (2017)
Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates
FA*IR: A Fair Top-k Ranking Algorithm. CoRR (2017)
Sara Hajian, Francesco Bonchi, Carlos Castillo
Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining. KDD (2016)
Sara Hajian, Tamir Tassa, Francesco Bonchi
Individual privacy in social influence networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Sara Hajian, Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Discrimination- and privacy-aware patterns. Data Min. Knowl. Discov. 29 (6) (2015)
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
Exposing the Probabilistic Causal Structure of Discrimination. CoRR (2015)
Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang
Anti-discrimination Analysis Using Privacy Attack Strategies. ECML/PKDD (2) (2014)
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti
Fair pattern discovery. SAC (2014)
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) (2014)
Sara Hajian, Josep Domingo-Ferrer
A Methodology for Direct and Indirect Discrimination Prevention in Data Mining. IEEE Trans. Knowl. Data Eng. 25 (7) (2013)
Sara Hajian
Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining. CoRR (2013)
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti
Injecting Discrimination and Privacy Awareness Into Pattern Discovery. ICDM Workshops (2012)
Sara Hajian, Josep Domingo-Ferrer
A Study on the Impact of Data Anonymization on Anti-discrimination. ICDM Workshops (2012)
Sara Hajian, Mohammad Abdollahi Azgomi
A privacy preserving clustering technique for horizontally and vertically distributed datasets. Intell. Data Anal. 15 (4) (2011)
Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté
Rule Protection for Indirect Discrimination Prevention in Data Mining. MDAI (2011)
Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté
Discrimination prevention in data mining for intrusion and crime detection. CICS (2011)
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) (2011)