116 citations · 295 across the 19 of their papers we have counts for
5 papers · 1 filter
Multi-view Fuzzy Representation Learning with Rules based Model
Wei Zhang, Zhaohong Deng, Te Zhang +2
Unsupervised multi-view representation learning has been extensively studied for mining multi-view data. However, some critical challenges remain. On the one hand, the existing met…
Multi-Label Takagi-Sugeno-Kang Fuzzy System
Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao +2
Multi-label classification can effectively identify the relevant labels of an instance from a given set of labels. However,the modeling of the relationship between the features and…
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance
Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi +1
Model transparency, label correlation learning and the robust-ness to label noise are crucial for multilabel learning. However, few existing methods study these three characteristi…
Graph Fuzzy System: Concepts, Models and Algorithms
Fuping Hu, Zhaohong Deng, Zhenping Xie +2
Fuzzy systems (FSs) have enjoyed wide applications in various fields, including pattern recognition, intelligent control, data mining and bioinformatics, which is attributed to the…
Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views
Te Zhang, Zhaohong Deng, Dongrui Wu +1
Multi-view datasets are frequently encountered in learning tasks, such as web data mining and multimedia information analysis. Given a multi-view dataset, traditional learning algo…