High-Fidelity Synthetic Data Applications for Data Augmentation

The use of high-fidelity synthetic data for data augmentation is an area of growing interest in data science. In this chapter, the concept of synthetic data is introduced, and different types of synthetic data are discussed in terms of their utility or fidelity. Approaches to synthetic data generati...

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Autores principales: Wang, Zhenchen, Draghi, Barbara, Rotalinti, Ylenia, Lunn, Darren, Myles, Puja
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: IntechOpen 2024
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Acceso en línea:https://www.intechopen.com/chapters/88698
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