116 citations · 295 across the 19 of their papers we have counts for
3 papers · 2 filters
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…