Sara Hajian

According to our database1, Sara Hajian authored at least 23 papers between 2011 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Fair Top-<i>k</i> Ranking with multiple protected groups.
Inf. Process. Manag., 2022

2020
FaiRecSys: mitigating algorithmic bias in recommender systems.
Int. J. Data Sci. Anal., 2020

Correction to: Exposing the probabilistic causal structure of discrimination.
Int. J. Data Sci. Anal., 2020

2019
Insights for Improving Diagram Editing Gained from an Empirical Study.
Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

2017
Exposing the probabilistic causal structure of discrimination.
Int. J. Data Sci. Anal., 2017

A Case Study of Anonymization of Medical Surveys.
Proceedings of the 2017 International Conference on Digital Health, 2017

FA*IR: A Fair Top-k Ranking Algorithm.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Individual privacy in social influence networks.
Soc. Netw. Anal. Min., 2016

Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015
Discrimination- and privacy-aware patterns.
Data Min. Knowl. Discov., 2015

2014
Generalization-based privacy preservation and discrimination prevention in data publishing and mining.
Data Min. Knowl. Discov., 2014

Fair pattern discovery.
Proceedings of the Symposium on Applied Computing, 2014

Anti-discrimination Analysis Using Privacy Attack Strategies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013
Direct and Indirect Discrimination Prevention Methods.
Proceedings of the Discrimination and Privacy in the Information Society, 2013

Simultaneous discrimination prevention and privacy protection in data publishing and mining.
PhD thesis, 2013

A Methodology for Direct and Indirect Discrimination Prevention in Data Mining.
IEEE Trans. Knowl. Data Eng., 2013

Simultaneous Discrimination Prevention and Privacy Protection in Data Publishing and Mining.
CoRR, 2013

2012
Injecting Discrimination and Privacy Awareness Into Pattern Discovery.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

A Study on the Impact of Data Anonymization on Anti-discrimination.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
On the Use of Haar Wavelet Transform and Scaling Data perturbation for Privacy Preserving Clustering of Large Datasets.
Int. J. Wavelets Multiresolution Inf. Process., 2011

A privacy preserving clustering technique for horizontally and vertically distributed datasets.
Intell. Data Anal., 2011

Rule Protection for Indirect Discrimination Prevention in Data Mining.
Proceedings of the Modeling Decision for Artificial Intelligence, 2011

Discrimination prevention in data mining for intrusion and crime detection.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Cyber Security, 2011


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