Sara Hajian

25 papers A* 1A 1B 1Misc 1Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
Fair Top-
Inf. Process. Manag.
Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
2020 J jnl
Correction to: Exposing the probabilistic causal structure of discrimination.
Int. J. Data Sci. Anal.
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
2020 J jnl
FaiRecSys: mitigating algorithmic bias in recommender systems.
Int. J. Data Sci. Anal.
Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa
2019 — conf
Insights for Improving Diagram Editing Gained from an Empirical Study.
MoDELS (Companion)
Michael Stegmaier, Alexander Raschke, Matthias Tichy, Eva-Maria Meßner, Sara Hajian, Anna Feldengut
2017 — conf
A Case Study of Anonymization of Medical Surveys.
DH
Michele Gentili, Sara Hajian, Carlos Castillo
2017 J jnl
Exposing the probabilistic causal structure of discrimination.
Int. J. Data Sci. Anal.
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
2017 A conf
FA*IR: A Fair Top-k Ranking Algorithm.
CIKM
Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates
2017 J jnl
FA*IR: A Fair Top-k Ranking Algorithm.
CoRR
Meike Zehlike, Francesco Bonchi, Carlos Castillo, Sara Hajian, Mohamed Megahed, Ricardo Baeza-Yates
2016 A* conf
Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining.
KDD
Sara Hajian, Francesco Bonchi, Carlos Castillo
2016 J jnl
Individual privacy in social influence networks.
Soc. Netw. Anal. Min.
Sara Hajian, Tamir Tassa, Francesco Bonchi
2015 J jnl
Discrimination- and privacy-aware patterns.
Data Min. Knowl. Discov.
Sara Hajian, Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, Fosca Giannotti
2015 J jnl
Exposing the Probabilistic Causal Structure of Discrimination.
CoRR
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
2014 — conf
Anti-discrimination Analysis Using Privacy Attack Strategies.
ECML/PKDD (2)
Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang
2014 Misc conf
Fair pattern discovery.
SAC
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti
2014 J jnl
Generalization-based privacy preservation and discrimination prevention in data publishing and mining.
Data Min. Knowl. Discov.
Sara Hajian, Josep Domingo-Ferrer, Oriol Farràs
2013 J jnl
A Methodology for Direct and Indirect Discrimination Prevention in Data Mining.
IEEE Trans. Knowl. Data Eng.
Sara Hajian, Josep Domingo-Ferrer
2013 — ch.
Direct and Indirect Discrimination Prevention Methods.
Discrimination and Privacy in the Information Society
Sara Hajian, Josep Domingo-Ferrer
2013 J jnl
Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining.
CoRR
Sara Hajian
2013 — —
Simultaneous discrimination prevention and privacy protection in data publishing and mining.
Sara Hajian
2012 — conf
A Study on the Impact of Data Anonymization on Anti-discrimination.
ICDM Workshops
Sara Hajian, Josep Domingo-Ferrer
2012 — conf
Injecting Discrimination and Privacy Awareness Into Pattern Discovery.
ICDM Workshops
Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti
2011 J jnl
A privacy preserving clustering technique for horizontally and vertically distributed datasets.
Intell. Data Anal.
Sara Hajian, Mohammad Abdollahi Azgomi
2011 — conf
Discrimination prevention in data mining for intrusion and crime detection.
CICS
Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté
2011 J jnl
On the Use of Haar Wavelet Transform and Scaling Data perturbation for Privacy Preserving Clustering of Large Datasets.
Int. J. Wavelets Multiresolution Inf. Process.
Sara Hajian, Mohammad Abdollahi Azgomi
2011 B conf
Rule Protection for Indirect Discrimination Prevention in Data Mining.
MDAI
Sara Hajian, Josep Domingo-Ferrer, Antoni Martínez-Ballesté