| Semantic trajectories modeling and analysis C Parent, S Spaccapietra, C Renso, G Andrienko, N Andrienko, ... ACM Computing Surveys (CSUR) 45 (4), 1-32, 2013 | 725 | 2013 |
| 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 | 272 | 2014 |
| Differential privacy-enabled federated learning for sensitive health data O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:1910.02578, 2019 | 271 | 2019 |
| 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 |
| An integer programming approach for frequent itemset hiding A Gkoulalas-Divanis, VS Verykios Proceedings of the 15th ACM international conference on Information and …, 2006 | 148 | 2006 |
| Exact knowledge hiding through database extension A Gkoulalas-Divanis, VS Verykios IEEE Transactions on Knowledge and Data Engineering 21 (5), 699-713, 2008 | 147 | 2008 |
| Association rule hiding for data mining A Gkoulalas-Divanis, VS Verykios Springer Science & Business Media, 2010 | 145 | 2010 |
| Providing k-anonymity in location based services A Gkoulalas-Divanis, P Kalnis, VS Verykios ACM SIGKDD explorations newsletter 12 (1), 3-10, 2010 | 129 | 2010 |
| Predicting adverse drug reactions on distributed health data using federated learning O Choudhury, Y Park, T Salonidis, A Gkoulalas-Divanis, I Sylla, A k Das AMIA Annual symposium proceedings 2019, 313, 2020 | 99 | 2020 |
| A survey of association rule hiding methods for privacy VS Verykios, A Gkoulalas-Divanis Privacy-Preserving Data Mining: Models and Algorithms, 267-289, 2008 | 92 | 2008 |
| Concealing sensitive patterns from linked data graphs A Gkoulalas-Divanis, S Kotoulas, VL Garcia, ML Sbodio US Patent 9,268,950, 2016 | 89 | 2016 |
| Predicting changes in hypertension control using electronic health records from a chronic disease management program J Sun, CD McNaughton, P Zhang, A Perer, A Gkoulalas-Divanis, ... Journal of the American Medical Informatics Association 21 (2), 337-344, 2014 | 86 | 2014 |
| 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 |
| Hiding sensitive knowledge without side effects A Gkoulalas-Divanis, VS Verykios Knowledge and Information Systems 20, 263-299, 2009 | 82 | 2009 |
| COAT: Constraint-based anonymization of transactions G Loukides, A Gkoulalas-Divanis, B Malin Knowledge and Information Systems 28, 251-282, 2011 | 80 | 2011 |
| Queriocity: A linked data platform for urban information management V Lopez, S Kotoulas, ML Sbodio, M Stephenson, A Gkoulalas-Divanis, ... International Semantic Web Conference, 148-163, 2012 | 73 | 2012 |
| Apriori-based algorithms for km-anonymizing trajectory data. G Poulis, S Skiadopoulos, G Loukides, A Gkoulalas-Divanis Trans. Data Priv. 7 (2), 165-194, 2014 | 70 | 2014 |
| Medical data privacy handbook A Gkoulalas-Divanis, G Loukides Springer, 2015 | 69 | 2015 |
| Disrupting healthcare silos: Addressing data volume, velocity and variety with a cloud-native healthcare data ingestion service R Ranchal, P Bastide, X Wang, A Gkoulalas-Divanis, M Mehra, ... IEEE Journal of Biomedical and Health Informatics 24 (11), 3182-3188, 2020 | 66 | 2020 |
| Anonymizing data for privacy-preserving federated learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:2002.09096, 2020 | 63 | 2020 |