116 citations · 165 across the 4 of their papers we have counts for
4 papers
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…
A Survey on Soft Subspace Clustering
Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang +2
Subspace clustering (SC) is a promising clustering technology to identify clusters based on their associations with subspaces in high dimensional spaces. SC can be classified into…