Browsing by Author "Rankin, Debbie"

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Synthetic Subject Generation with Coupled Coherent Time Series Data †

Larrea Lizartza, Xabat; Alberdi Aramendi, Ane (MDPI, 2022)

A large amount of health and well-being data is collected daily, but little of it reaches its research potential because personal data privacy needs to be protected as an individual’s right, as reflected in the data ...
Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions

Alberdi Aramendi, Ane (Thieme, 2023)

Background. Synthetic tabular data generation is a potentially valuable technology with great promise for data augmentation and privacy preservation. However, prior to adoption, an empirical assessment of generated synthetic ...