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CMFT: Contrastive Memory Feature Transfer for Non-shared-and-Imbalanced Unsupervised Domain Adaption Journal article
Guangyi Xiao, Shun Peng, Weiwei Xiang, Hao Chen, Jingzhi Guo, Zhiguo Gong. CMFT: Contrastive Memory Feature Transfer for Non-shared-and-Imbalanced Unsupervised Domain Adaption[J]. IEEE Transactions on Industrial Informatics, 2022, 19(8), 9227-9238.
Authors:  Guangyi Xiao;  Shun Peng;  Weiwei Xiang;  Hao Chen;  Jingzhi Guo; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:11.7/11.4 | Submit date：2023/08/25
Contrastive Domain Adaption (Cda)  Imbalanced Classification  Unsupervised Domain Adaption (Uda)  
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission Journal article
Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang. Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6(6), 1378-1395.
Authors:  Runshan Xie;  Chi-Man Vong;  C. L. Philip Chen;  Shitong Wang
Favorite | TC[WOS]:12 TC[Scopus]:10  IF:5.3/5.7 | Submit date：2022/05/17
Broad Learning System (Bls)  Stacked Structure  Simple Linear Models  Learning Algorithms  Overfitting  Co-adaption  Generalization  
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier Journal article
Shu,Ting, Zhang,Bob, Tang,Yuan Yan. Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier[J]. IEEE Access, 2019, 7, 49669-49679.
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite | TC[WOS]:15 TC[Scopus]:18  IF:3.4/3.7 | Submit date：2021/03/11
Adaption Model  Classification Algorithm  Multi-view Data  Nearest-subspace Classifier  View Similarity  View-dependent Class Separability  
Content-Adaptive Superpixel Segmentation Journal article
Xiao, Xiaolin, Zhou, Yicong, Gong, Yue-Jiao. Content-Adaptive Superpixel Segmentation[J]. IEEE Transactions on Image Processing, 2018, 27(6), 2883-2896.
Authors:  Xiao, Xiaolin;  Zhou, Yicong;  Gong, Yue-Jiao
Favorite | TC[WOS]:45 TC[Scopus]:61  IF:10.8/12.1 | Submit date：2018/10/30
Content-adaption  Discriminability  Pre-processing  Superpixel  
Adaptive superpixel segmentation aggregating local contour and texture features Conference paper
Xiao, Xiaolin, Gong, Yue-Jiao, Zhou, Yicong. Adaptive superpixel segmentation aggregating local contour and texture features[C], 2017, 1902-1906.
Authors:  Xiao, Xiaolin;  Gong, Yue-Jiao;  Zhou, Yicong
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2018/12/21
Adaption  Contour  Superpixel  Texture