Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence

no code implementations • 1 Feb 2024 • Xueting Huang, Zhibo Zhang, Fusen Guo, Xianghao Wang, Kun Chi, Kexin Wu

This paper proposed a comprehensive mixed-methods framework with varied samples of older adults, including user experience, usability assessments, and in-depth interviews with the integration of Explainable Artificial Intelligence (XAI) methods.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification

no code implementations • 22 Oct 2023 • Zhibo Zhang, Pengfei Li, Ahmed Y. Al Hammadi, Fusen Guo, Ernesto Damiani, Chan Yeob Yeun

This paper presents a reputation-based threat mitigation framework that defends potential security threats in electroencephalogram (EEG) signal classification during model aggregation of Federated Learning.

Brain Computer Interface Data Poisoning +4