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Journal Articles
- 2024
[j4]Pablo A. Osorio-Marulanda
, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, Andoni Beristain Iraola:
Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review. IEEE Access 12: 88048-88074 (2024)- [j3]Mikel Hernandez, Evdokimos I. Konstantinidis, Gorka Epelde, Francisco Londoño, Despoina Petsani, Michalis Timoleon, Vasiliki Fiska, Lampros Mpaltadoros, Christoniki Maga-Nteve, Ilias Machairas, Panagiotis D. Bamidis:
A Secure Data Publishing and Access Service for Sensitive Data from Living Labs: Enabling Collaboration with External Researchers via Shareable Data. Big Data Cogn. Comput. 8(6): 55 (2024) - [j2]Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis:
Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis. BMC Medical Informatics Decis. Mak. 24(1): 27 (2024) - 2022
- [j1]Mikel Hernandez, Gorka Epelde, Ane Alberdi, Rodrigo Cilla, Debbie Rankin:
Synthetic data generation for tabular health records: A systematic review. Neurocomputing 493: 28-45 (2022)
Conference and Workshop Papers
- 2023
- [c3]Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Ane Alberdi, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis:
Effect of incorporating metadata to the generation of synthetic time series in a healthcare context. CBMS 2023: 910-916 - 2022
- [c2]Christoniki Maga-Nteve, Gorka Epelde, Mikel Hernandez, Nikos Tsolakis, Evdokimos I. Konstantinidis, Georgios Meditskos, Panagiotis D. Bamidis, Stefanos Vrochidis:
Standardized and extensible reference data model for clinical research in Living Labs. EUSPN/ICTH 2022: 165-172 - [c1]Mikel Hernandez, Gorka Epelde, Rubén Gil-Redondo, Nieves Embade, Ane Alberdi, Iván Macía, Óscar Millet:
Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles. ICBRA 2022: 41-47
Coauthor Index
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