The use of synthetic data is considered a viable alternative in order to resolve the tension between the competing …

The use of synthetic data is considered a viable alternative in order to resolve the tension between the competing …

regulations, we introduce a synthetic data sharing ecosystem (SynDEc) using generative AI. Employing design science research in … collaboration with two banks, among them UnionBank of the Philippines, we developed and validated a synthetic data sharing ecosystem … for financial institutions. The derived design principles highlight synthetic data setup, training configurations, and …

regulations, we introduce a synthetic data sharing ecosystem (SynDEc) using generative AI. Employing design science research in … collaboration with two banks, among them UnionBank of the Philippines, we developed and validated a synthetic data sharing ecosystem … for financial institutions. The derived design principles highlight synthetic data setup, training configurations, and …

thermographic measurements were generated using 2D axisymmetric transient thermal simulations. The representativeness of synthetic … data was thoroughly investigated at various steps of the framework, and the image segmentation model was trained separately …