Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions

no code implementations • 2 Nov 2022 • Senthil Kumar Jagatheesaperumal, Quoc-Viet Pham, Rukhsana Ruby, Zhaohui Yang, Chunmei Xu, Zhaoyang Zhang

Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by enhancing the trust of end-users in machines.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

UAV Communications for Sustainable Federated Learning

no code implementations • 20 Mar 2021 • Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby, Thien Huynh-The, Won-Joo Hwang

Finally, simulations illustrate the potential of our proposed UAV-SFL approach in providing a sustainable solution for FL-based wireless networks, and in reducing the UAV transmit power by 32. 95%, 63. 18%, and 78. 81% compared with the benchmarks.

Federated Learning