Grigorios Loukides, PhD

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Aris Gkoulalas-DivanisMerativeVerified email at merative.com
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
Spiros SkiadopoulosProfessor, University of the PeloponneseVerified email at uop.gr
Giorgos PoulisUniversity of Peloponnese, Institute for the Management of Information Systems - IMISVerified email at uop.gr
Giulia BernardiniAssistant Professor at the University of TriesteVerified email at unimib.it
Alessio ConteUniversity of Pisa, ItalyVerified email at di.unipi.it
Nadia PisantiUniversity of Pisa & Erable Team INRIAVerified email at di.unipi.it
Roberto GrossiProfessor of Computer Science, University of Pisa, ItalyVerified email at unipi.it
Joshua C. DennyCEO, All of Us Research ProgramVerified email at nih.gov
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Kathleen BenitezManager, Data Analytics & Data Science, LirioVerified email at lirio.co
Changyu DongGuangzhou UniversityVerified email at gzhu.edu.cn
Acar TamersoyPrincipal Applied Scientist at MicrosoftVerified email at gatech.edu
Manolis TerrovitisInformation Management Systems Institute, Athena Research CenterVerified email at athenarc.gr
Christos TryfonopoulosUniversity of the PeloponneseVerified email at uop.gr
Ellen Wright ClaytonProfessor, Vanderbilt UniversityVerified email at vanderbilt.edu
Mehmet Ercan NergizIstanbul Rumeli UniversityVerified email at rumeli.edu.tr
Yucel SayginProfessor of Computer Science, Sabanci UniversityVerified email at sabanciuniv.edu
Dan RodenProfessor of Medicine, Pharmacology, and Biomedical Informatics, Vanderbilt University Medical CtrVerified email at vanderbilt.edu
Gabriele FiciAssociate Professor, Università di Palermo, ItalyVerified email at unipa.it

Grigorios Loukides, PhD

King's College London

Verified email at kcl.ac.uk - Homepage

Data mining Algorithms Data privacy Biomedical Informatics


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Publishing data from electronic health records while preserving privacy: A survey of algorithms A Gkoulalas-Divanis, G Loukides, J Sun Journal of biomedical informatics 50, 4-19, 2014	276	2014
The disclosure of diagnosis codes can breach research participants' privacy G Loukides, JC Denny, B Malin Journal of the American Medical Informatics Association 17 (3), 322-327, 2010	167	2010
Anonymization of electronic medical records for validating genome-wide association studies G Loukides, A Gkoulalas-Divanis, B Malin Proceedings of the National Academy of Sciences 107 (17), 7898-7903, 2010	160	2010
Identifiability in biobanks: models, measures, and mitigation strategies B Malin, G Loukides, K Benitez, EW Clayton Human genetics 130, 383-392, 2011	107	2011
Capturing data usefulness and privacy protection in k-anonymisation G Loukides, J Shao Proceedings of the 2007 ACM symposium on Applied Computing, 370-374, 2007	102	2007
Anonymizing data with relational and transaction attributes G Poulis, G Loukides, A Gkoulalas-Divanis, S Skiadopoulos Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	85	2013
Anonymization of longitudinal electronic medical records A Tamersoy, G Loukides, ME Nergiz, Y Saygin, B Malin IEEE Transactions on Information Technology in Biomedicine 16 (3), 413-423, 2012	85	2012
COAT: Constraint-based anonymization of transactions G Loukides, A Gkoulalas-Divanis, B Malin Knowledge and Information Systems 28, 251-282, 2011	80	2011
Medical data privacy handbook A Gkoulalas-Divanis, G Loukides Springer, 2015	70	2015
Apriori-based algorithms for km-anonymizing trajectory data G Poulis, S Skiadopoulos, G Loukidis, A Gkoulalas-Divanis Transactions on data privacy 7 (2), 165-194, 2014	70	2014
Disassociation for electronic health record privacy G Loukides, J Liagouris, A Gkoulalas-Divanis, M Terrovitis Journal of biomedical informatics 50, 46-61, 2014	62	2014
Utility-preserving transaction data anonymization with low information loss G Loukides, A Gkoulalas-Divanis Expert systems with applications 39 (10), 9764-9777, 2012	61	2012
Efficient and flexible anonymization of transaction data G Loukides, A Gkoulalas-Divanis, J Shao Knowledge and information systems 36, 153-210, 2013	56	2013
Revisiting sequential pattern hiding to enhance utility A Gkoulalas-Divanis, G Loukides Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	52	2011
Approximating private set union/intersection cardinality with logarithmic complexity C Dong, G Loukides IEEE Transactions on Information Forensics and Security 12 (11), 2792-2806, 2017	50	2017
Anonymizing datasets with demographics and diagnosis codes in the presence of utility constraints G Poulis, G Loukides, S Skiadopoulos, A Gkoulalas-Divanis Journal of biomedical informatics 65, 76-96, 2017	46	2017
Data utility and privacy protection trade-off in k-anonymisation G Loukides, J Shao Proceedings of the 2008 international workshop on Privacy and anonymity in …, 2008	46	2008
Distance-based k^ m-anonymization of trajectory data G Poulis, S Skiadopoulos, G Loukides, A Gkoulalas-Divanis 2013 IEEE 14th International Conference on Mobile Data Management 2, 57-62, 2013	44	2013
Anonymizing transaction data to eliminate sensitive inferences G Loukides, A Gkoulalas-Divanis, J Shao Database and Expert Systems Applications: 21st International Conference …, 2010	37	2010
An Efficient Clustering Algorithm for k-Anonymisation G Loukides, JH Shao Journal of Computer Science and Technology 23, 188-202, 2008	37	2008

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