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
Joshua C. DennyCEO, All of Us Research ProgramVerified email at nih.gov
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
Alessio ConteUniversity of Pisa, ItalyVerified email at di.unipi.it
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Kathleen BenitezManager, Data Analytics & Data Science, LirioVerified email at lirio.co
Acar TamersoySenior Research Scientist at NortonLifeLock Research GroupVerified email at gatech.edu
Changyu DongGuangzhou UniversityVerified email at gzhu.edu.cn
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 and Pharmacology, Vanderbilt UniversityVerified 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 privacy Data mining 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	240	2014
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	150	2010
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	144	2010
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	98	2007
Identifiability in biobanks: models, measures, and mitigation strategies B Malin, G Loukides, K Benitez, EW Clayton Human genetics 130, 383-392, 2011	92	2011
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
COAT: Constraint-based anonymization of transactions G Loukides, A Gkoulalas-Divanis, B Malin Knowledge and Information Systems 28, 251-282, 2011	78	2011
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	71	2012
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	58	2014
Efficient and flexible anonymization of transaction data G Loukides, A Gkoulalas-Divanis, J Shao Knowledge and information systems 36, 153-210, 2013	56	2013
Disassociation for electronic health record privacy G Loukides, J Liagouris, A Gkoulalas-Divanis, M Terrovitis Journal of biomedical informatics 50, 46-61, 2014	55	2014
Utility-preserving transaction data anonymization with low information loss G Loukides, A Gkoulalas-Divanis Expert systems with applications 39 (10), 9764-9777, 2012	55	2012
Revisiting sequential pattern hiding to enhance utility A Gkoulalas-Divanis, G Loukides Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	47	2011
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	43	2013
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	43	2008
Medical data privacy handbook A Gkoulalas-Divanis, G Loukides Springer, 2015	40	2015
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	36	2017
Anonymizing transaction data to eliminate sensitive inferences G Loukides, A Gkoulalas-Divanis, J Shao Database and Expert Systems Applications: 21st International Conference …, 2010	35	2010
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	34	2017
Utility-guided clustering-based transaction data anonymization. A Gkoulalas-Divanis, G Loukides Trans. Data Priv. 5 (1), 223-251, 2012	34	2012

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