A generative adversarial network structure for learning with small numerical data sets

• Main Authors: Li, Der-Chiang, Chen, Szu-Chou, Lin, Yao-Sin, Huang, Kuan-Cheng
• Other Authors: Centre for Chinese Language and Culture
• Format: Article
• Language: English
• Published: 2022
• Subjects: Humanities::Language; Small Datasets; Virtual Sample
• Online Access: https://hdl.handle.net/10356/153939
• Institution: Nanyang Technological University

In recent years, generative adversarial networks (GANs) have been proposed to generate simulated images, and some works of literature have applied GAN to the analysis of numerical data in many fields, such as the prediction of building energy consumption and the prediction and identification of live...