116 citations · 328 across the 20 of their papers we have counts for
6 papers · 1 filter
Double-Coupling Learning for Multi-Task Data Stream Classification
Yingzhong Shi, Zhaohong Deng, Haoran Chen +2
Data stream classification methods demonstrate promising performance on a single data stream by exploring the cohesion in the data stream. However, multiple data streams that invol…
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…
Deep Image Feature Learning with Fuzzy Rules
Xiang Ma, Liangzhe Chen, Zhaohong Deng +4
The methods of extracting image features are the key to many image processing tasks. At present, the most popular method is the deep neural network which can automatically extract…
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…