SFDA: Domain Adaptation With Source Subject Fusion Based on Multi-Source and Single-Target Fall Risk Assessment

• Main Authors: Shibin Wu (Author), Lin Shu (Author), Zhen Song (Author), Xiangmin Xu (Author)
• 格式: 圖書
• 出版: IEEE, 2023-01-01T00:00:00Z.
• 主題: article
• 在線閱讀: Connect to this object online.

In cross-subject fall risk classification based on plantar pressure, a challenge is that data from different subjects have significant individual information. Thus, the models with insufficient generalization ability can’t perform well on new subjects, which limits their application in da...