A New Random Forest Ensemble of Intuitionistic Fuzzy Decision Trees

no code implementations • 12 Mar 2024 • Yingtao Ren, Xiaomin Zhu, Kaiyuan Bai, Runtong Zhang

In this paper, we propose the intuitionistic fuzzy random forest (IFRF), a new random forest ensemble of intuitionistic fuzzy decision trees (IFDT).

Classification Ensemble Learning +2

DeepMA: End-to-end Deep Multiple Access for Wireless Image Transmission in Semantic Communication

no code implementations • 21 Mar 2023 • Wenyu Zhang, Kaiyuan Bai, Sherali Zeadally, Haijun Zhang, Hua Shao, Hui Ma, Victor C. M. Leung

Semantic communication is a new paradigm that exploits deep learning models to enable end-to-end communications processes, and recent studies have shown that it can achieve better noise resiliency compared with traditional communication schemes in a low signal-to-noise (SNR) regime.

Decoder Privacy Preserving