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ORCIDBibTeX records: Sara Hajian
@article{DBLP:journals/ipm/ZehlikeSBBCH22,
author = {Meike Zehlike and
Tom S{\"{u}}hr and
Ricardo Baeza{-}Yates and
Francesco Bonchi and
Carlos Castillo and
Sara Hajian},
title = {Fair Top-\emph{k} Ranking with multiple protected groups},
journal = {Inf. Process. Manag.},
volume = {59},
number = {1},
pages = {102707},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2021.102707},
doi = {10.1016/J.IPM.2021.102707},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ZehlikeSBBCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/EdizelBHPT20,
author = {Bora Edizel and
Francesco Bonchi and
Sara Hajian and
Andr{\'{e}} Panisson and
Tamir Tassa},
title = {FaiRecSys: mitigating algorithmic bias in recommender systems},
journal = {Int. J. Data Sci. Anal.},
volume = {9},
number = {2},
pages = {197--213},
year = {2020},
url = {https://doi.org/10.1007/s41060-019-00181-5},
doi = {10.1007/S41060-019-00181-5},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/EdizelBHPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/BonchiHMR20,
author = {Francesco Bonchi and
Sara Hajian and
Bud Mishra and
Daniele Ramazzotti},
title = {Correction to: Exposing the probabilistic causal structure of discrimination},
journal = {Int. J. Data Sci. Anal.},
volume = {9},
number = {3},
pages = {373},
year = {2020},
url = {https://doi.org/10.1007/s41060-019-00184-2},
doi = {10.1007/S41060-019-00184-2},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/BonchiHMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/models/StegmaierRTMHF19,
author = {Michael Stegmaier and
Alexander Raschke and
Matthias Tichy and
Eva{-}Maria Me{\ss}ner and
Sara Hajian and
Anna Feldengut},
editor = {Loli Burgue{\~{n}}o and
Alexander Pretschner and
Sebastian Voss and
Michel Chaudron and
J{\"{o}}rg Kienzle and
Markus V{\"{o}}lter and
S{\'{e}}bastien G{\'{e}}rard and
Mansooreh Zahedi and
Erwan Bousse and
Arend Rensink and
Fiona Polack and
Gregor Engels and
Gerti Kappel},
title = {Insights for Improving Diagram Editing Gained from an Empirical Study},
booktitle = {22nd {ACM/IEEE} International Conference on Model Driven Engineering
Languages and Systems Companion, {MODELS} Companion 2019, Munich,
Germany, September 15-20, 2019},
pages = {405--412},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MODELS-C.2019.00063},
doi = {10.1109/MODELS-C.2019.00063},
timestamp = {Wed, 23 Feb 2022 12:16:49 +0100},
biburl = {https://dblp.org/rec/conf/models/StegmaierRTMHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/BonchiHMR17,
author = {Francesco Bonchi and
Sara Hajian and
Bud Mishra and
Daniele Ramazzotti},
title = {Exposing the probabilistic causal structure of discrimination},
journal = {Int. J. Data Sci. Anal.},
volume = {3},
number = {1},
pages = {1--21},
year = {2017},
url = {https://doi.org/10.1007/s41060-016-0040-z},
doi = {10.1007/S41060-016-0040-Z},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/BonchiHMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZehlikeB0HMB17,
author = {Meike Zehlike and
Francesco Bonchi and
Carlos Castillo and
Sara Hajian and
Mohamed Megahed and
Ricardo Baeza{-}Yates},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {FA*IR: {A} Fair Top-k Ranking Algorithm},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1569--1578},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132938},
doi = {10.1145/3132847.3132938},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZehlikeB0HMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/GentiliH017,
author = {Michele Gentili and
Sara Hajian and
Carlos Castillo},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman},
title = {A Case Study of Anonymization of Medical Surveys},
booktitle = {Proceedings of the 2017 International Conference on Digital Health,
London, United Kingdom, July 2-5, 2017},
pages = {77--81},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3079452.3079490},
doi = {10.1145/3079452.3079490},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/GentiliH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZehlikeB0HMB17,
author = {Meike Zehlike and
Francesco Bonchi and
Carlos Castillo and
Sara Hajian and
Mohamed Megahed and
Ricardo Baeza{-}Yates},
title = {FA*IR: {A} Fair Top-k Ranking Algorithm},
journal = {CoRR},
volume = {abs/1706.06368},
year = {2017},
url = {http://arxiv.org/abs/1706.06368},
eprinttype = {arXiv},
eprint = {1706.06368},
timestamp = {Sun, 22 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZehlikeB0HMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/HajianTB16,
author = {Sara Hajian and
Tamir Tassa and
Francesco Bonchi},
title = {Individual privacy in social influence networks},
journal = {Soc. Netw. Anal. Min.},
volume = {6},
number = {1},
pages = {2:1--2:14},
year = {2016},
url = {https://doi.org/10.1007/s13278-015-0312-y},
doi = {10.1007/S13278-015-0312-Y},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/HajianTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HajianBC16,
author = {Sara Hajian and
Francesco Bonchi and
Carlos Castillo},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Algorithmic Bias: From Discrimination Discovery to Fairness-aware
Data Mining},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {2125--2126},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2945386},
doi = {10.1145/2939672.2945386},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HajianBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HajianDMPG15,
author = {Sara Hajian and
Josep Domingo{-}Ferrer and
Anna Monreale and
Dino Pedreschi and
Fosca Giannotti},
title = {Discrimination- and privacy-aware patterns},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {6},
pages = {1733--1782},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0393-7},
doi = {10.1007/S10618-014-0393-7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HajianDMPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BonchiHMR15,
author = {Francesco Bonchi and
Sara Hajian and
Bud Mishra and
Daniele Ramazzotti},
title = {Exposing the Probabilistic Causal Structure of Discrimination},
journal = {CoRR},
volume = {abs/1510.00552},
year = {2015},
url = {http://arxiv.org/abs/1510.00552},
eprinttype = {arXiv},
eprint = {1510.00552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BonchiHMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HajianDF14,
author = {Sara Hajian and
Josep Domingo{-}Ferrer and
Oriol Farr{\`{a}}s},
title = {Generalization-based privacy preservation and discrimination prevention
in data publishing and mining},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1158--1188},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0346-1},
doi = {10.1007/S10618-014-0346-1},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/HajianDF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RuggieriHKZ14,
author = {Salvatore Ruggieri and
Sara Hajian and
Faisal Kamiran and
Xiangliang Zhang},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Anti-discrimination Analysis Using Privacy Attack Strategies},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {694--710},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_44},
doi = {10.1007/978-3-662-44851-9\_44},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RuggieriHKZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HajianMPDG14,
author = {Sara Hajian and
Anna Monreale and
Dino Pedreschi and
Josep Domingo{-}Ferrer and
Fosca Giannotti},
editor = {Yookun Cho and
Sung Y. Shin and
Sang{-}Wook Kim and
Chih{-}Cheng Hung and
Jiman Hong},
title = {Fair pattern discovery},
booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
Korea - March 24 - 28, 2014},
pages = {113--120},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554850.2555043},
doi = {10.1145/2554850.2555043},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/HajianMPDG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/es/Hajian13,
author = {Sara Hajian},
title = {Simultaneous discrimination prevention and privacy protection in data
publishing and mining},
school = {University of Rovira i Virgili, Spain},
year = {2013},
url = {http://hdl.handle.net/10803/119651},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/es/Hajian13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HajianD13,
author = {Sara Hajian and
Josep Domingo{-}Ferrer},
title = {A Methodology for Direct and Indirect Discrimination Prevention in
Data Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {7},
pages = {1445--1459},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.72},
doi = {10.1109/TKDE.2012.72},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HajianD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/HajianD13,
author = {Sara Hajian and
Josep Domingo{-}Ferrer},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Direct and Indirect Discrimination Prevention Methods},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {241--254},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_13},
doi = {10.1007/978-3-642-30487-3\_13},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sapere/HajianD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hajian13,
author = {Sara Hajian},
title = {Simultaneous Discrimination Prevention and Privacy Protection in Data
Publishing and Mining},
journal = {CoRR},
volume = {abs/1306.6805},
year = {2013},
url = {http://arxiv.org/abs/1306.6805},
eprinttype = {arXiv},
eprint = {1306.6805},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hajian13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HajianD12,
author = {Sara Hajian and
Josep Domingo{-}Ferrer},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {A Study on the Impact of Data Anonymization on Anti-discrimination},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {352--359},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.19},
doi = {10.1109/ICDMW.2012.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HajianD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HajianMPDG12,
author = {Sara Hajian and
Anna Monreale and
Dino Pedreschi and
Josep Domingo{-}Ferrer and
Fosca Giannotti},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Injecting Discrimination and Privacy Awareness Into Pattern Discovery},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {360--369},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.51},
doi = {10.1109/ICDMW.2012.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HajianMPDG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HajianA11,
author = {Sara Hajian and
Mohammad Abdollahi Azgomi},
title = {A privacy preserving clustering technique for horizontally and vertically
distributed datasets},
journal = {Intell. Data Anal.},
volume = {15},
number = {4},
pages = {503--532},
year = {2011},
url = {https://doi.org/10.3233/IDA-2011-0480},
doi = {10.3233/IDA-2011-0480},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HajianA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmip/HajianA11,
author = {Sara Hajian and
Mohammad Abdollahi Azgomi},
title = {On the Use of Haar Wavelet Transform and Scaling Data perturbation
for Privacy Preserving Clustering of Large Datasets},
journal = {Int. J. Wavelets Multiresolution Inf. Process.},
volume = {9},
number = {6},
pages = {867--904},
year = {2011},
url = {https://doi.org/10.1142/S0219691311004365},
doi = {10.1142/S0219691311004365},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwmip/HajianA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cics/HajianDM11,
author = {Sara Hajian and
Josep Domingo{-}Ferrer and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Discrimination prevention in data mining for intrusion and crime detection},
booktitle = {2011 {IEEE} Symposium on Computational Intelligence in Cyber Security,
{CICS} 2011, Paris, France, April 12-13, 2011},
pages = {47--54},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CICYBS.2011.5949405},
doi = {10.1109/CICYBS.2011.5949405},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cics/HajianDM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/HajianDM11,
author = {Sara Hajian and
Josep Domingo{-}Ferrer and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
Jianping Yin and
Jun Long},
title = {Rule Protection for Indirect Discrimination Prevention in Data Mining},
booktitle = {Modeling Decision for Artificial Intelligence - 8th International
Conference, {MDAI} 2011, Changsha, Hunan, China, July 28-30, 2011,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6820},
pages = {211--222},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22589-5\_20},
doi = {10.1007/978-3-642-22589-5\_20},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdai/HajianDM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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