Aris Gkoulalas-Divanis
Orcid: 0000-0003-0011-6591Affiliations:
- IBM Watson Health, Cambridge, MA, USA
According to our database1,
Aris Gkoulalas-Divanis
authored at least 96 papers
between 2006 and 2024.
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Bibliography
2024
Inf., April, 2024
Comparative Analysis of Macular and Optic Disc Perfusion Pre and Post Silicone Oil Removal: A Machine Learning Approach.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
Proceedings of the Artificial Intelligence Applications and Innovations, 2024
2022
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.
J. Am. Medical Informatics Assoc., 2022
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study.
Proceedings of the Privacy in Statistical Databases - International Conference, 2022
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies.
Proceedings of the AMIA 2022, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
Distributed Parallel Databases, 2021
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic.
CoRR, 2021
Proceedings of the IEEE International Smart Cities Conference, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service.
IEEE J. Biomed. Health Informatics, 2020
Proceedings of the IEEE International Smart Cities Conference, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
CoRR, 2019
Proceedings of the 2019 IEEE International Smart Cities Conference, 2019
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning.
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the Handbook of Mobile Data Privacy., 2018
IEEE Trans. Knowl. Data Eng., 2018
FEMRL: A Framework for Large-Scale Privacy-Preserving Linkage of Patients' Electronic Health Records.
Proceedings of the IEEE International Smart Cities Conference, 2018
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the Algorithmic Aspects of Cloud Computing - 4th International Symposium, 2018
Proceedings of the Algorithmic Aspects of Cloud Computing - 4th International Symposium, 2018
2017
Anonymizing datasets with demographics and diagnosis codes in the presence of utility constraints.
J. Biomed. Informatics, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
2016
IBM J. Res. Dev., 2016
Proceedings of the 15th IEEE International Symposium on Network Computing and Applications, 2016
Proceedings of the IEEE International Smart Cities Conference, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
2015
Proceedings of the IEEE First International Smart Cities Conference, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
Utility-Constrained Electronic Health Record Data Publishing Through Generalization and Disassociation.
Proceedings of the Medical Data Privacy Handbook, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
Trans. Data Priv., 2014
Publishing data from electronic health records while preserving privacy: A survey of algorithms.
J. Biomed. Informatics, 2014
Predicting changes in hypertension control using electronic health records from a chronic disease management program.
J. Am. Medical Informatics Assoc., 2014
IBM J. Res. Dev., 2014
SECRETA: A System for Evaluating and Comparing RElational and Transaction Anonymization algorithms.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Proceedings of the Frequent Pattern Mining, 2014
2013
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-5668-1, 2013
IEEE J. Biomed. Health Informatics, 2013
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Hiding Sensitive Patterns from Sequence Databases: Research Challenges and Solutions.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Trans. Data Priv., 2012
Assessing Disclosure Risk and Data Utility Trade-off in Transaction Data Anonymization.
Int. J. Softw. Informatics, 2012
Expert Syst. Appl., 2012
Proceedings of the Semantic Web - ISWC 2012, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the Semantic Cities, 2012
2011
Foreword for the special issue of selected papers from the 1st ECML/PKDD Workshop on Privacy and Security issues in Data Mining and Machine Learning.
Trans. Data Priv., 2011
IBM J. Res. Dev., 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 2011 International Workshop on Privacy and Anonymity in Information Society, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Advances in Database Systems 41, Kluwer, ISBN: 978-1-4419-6568-4, 2010
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010
2009
IEEE Trans. Knowl. Data Eng., 2009
From itemsets through trajectories to location based services: a knowledge hiding privacy approach.
SIGKDD Explor., 2009
Int. J. Artif. Intell. Tools, 2009
Data Knowl. Eng., 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the MDM 2009, 2009
Reconstruction-based Classification Rule Hiding through Controlled Data Modification.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009
2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008
Proceedings of The IFIP TC-11 23rd International Information Security Conference, 2008
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008
2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006