49 citations · 49 across the 3 of their papers we have counts for
5 papers · 1 filter
Fuzzy Label: From Concept to Its Application in Label Learning
Chenxi Luoa, Zhuangzhuang Zhaoa, Zhaohong Denga +1
Label learning is a fundamental task in machine learning that aims to construct intelligent models using labeled data, encompassing traditional single-label and multi-label classif…
DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data
Wei Zhang, Zi Wang, Hanwen Zhou +8
A reliable evaluation of surgical difficulty can improve the success of the treatment for rectal cancer and the current evaluation method is based on clinical data. However, more d…
Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition
Zhaohong Deng, Chen Cui, Peng Xu +4
As the multi-view data grows in the real world, multi-view clus-tering has become a prominent technique in data mining, pattern recognition, and machine learning. How to exploit th…
Multi-view Clustering with the Cooperation of Visible and Hidden Views
Zhaohong Deng, Ruixiu Liu, Te Zhang +4
Multi-view data are becoming common in real-world modeling tasks and many multi-view data clustering algorithms have thus been proposed. The existing algorithms usually focus on th…
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning
Peng Xu, Zhaohong Deng, Chen Cui +5
The superior interpretability and uncertainty modeling ability of Takagi-Sugeno-Kang fuzzy system (TSK FS) make it possible to describe complex nonlinear systems intuitively and ef…