49 citations · 52 across the 4 of their papers we have counts for
6 papers
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…
Multi-view Information-theoretic Co-clustering for Co-occurrence Data
Peng Xu, Zhaohong Deng, Kup-Sze Choi +2
Multi-view clustering has received much attention recently. Most of the existing multi-view clustering methods only focus on one-sided clustering. As the co-occurring data elements…
Joint Information Preservation for Heterogeneous Domain Adaptation
Peng Xu, Zhaohong Deng, Kup-Sze Choi +2
Domain adaptation aims to assist the modeling tasks of the target domain with knowledge of the source domain. The two domains often lie in different feature spaces due to diverse d…
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…
Transfer Representation Learning with TSK Fuzzy System
Peng Xu, Zhaohong Deng, Jun Wang +2
Transfer learning can address the learning tasks of unlabeled data in the target domain by leveraging plenty of labeled data from a different but related source domain. A core issu…