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Low-rank kernel regression with preserved locality for multi-class analysis Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Low-rank kernel regression with preserved locality for multi-class analysis[J]. Pattern Recognition, 2023, 141, 109601.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2023/08/03
Kernel Ridge Regression  Locality Preserving  Low-rank Learning  Random Feature Space  
Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization[J]. Information Sciences, 2023, 638, 118994.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:17 TC[Scopus]:21  IF:0/0 | Submit date：2023/08/03
Ensemble P-laplacian  Multi-manifold Regularization  Pairwise Constraints  Semi-supervised Fuzzy Clustering  
Tumor PKCδ instigates immune exclusion in EGFR-mutated non–small cell lung cancer Journal article
Zuo, Yi Han, Gao, Wei Na, Xie, Ya Jia, Yang, Sheng Yong, Zhou, Jin Tai, Liang, Hai Hai, Fan, Xing Xing. Tumor PKCδ instigates immune exclusion in EGFR-mutated non–small cell lung cancer[J]. BMC Medicine, 2022, 20(1).
Authors:  Zuo, Yi Han;  Gao, Wei Na;  Xie, Ya Jia;  Yang, Sheng Yong;  Zhou, Jin Tai; et al.
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:7.0/8.7 | Submit date：2023/01/30
Immune Checkpoint  Pd-1  Pkcδ  Tumor Infiltrating Lymphocytes  Tumor Microenvironment  
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks Journal article
Dang, Bozhan, Wang, Yingxu, Zhou, Jin, Wang, Rongrong, Chen, Long, Chen, C. L.Philip, Zhang, Tong, Han, Shiyuan, Wang, Lin, Chen, Yuehui. Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks[J]. IEEE Transactions on Fuzzy Systems, 2022, 30(2), 500-514.
Authors:  Dang, Bozhan;  Wang, Yingxu;  Zhou, Jin;  Wang, Rongrong;  Chen, Long; et al.
Favorite | TC[WOS]:14 TC[Scopus]:19  IF:10.7/9.7 | Submit date：2022/03/04
Adjustable Learning Rate  Attribute-weight-entropy Regularization  Collaborative Fuzzy Clustering  Distributed Peer-to-peer Network  Transfer Learning  
Random Fourier feature-based fuzzy clustering with p-Laplacian regularization Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Xu, Guangmei, Zhou, Jin, Chen, C. L.Philip. Random Fourier feature-based fuzzy clustering with p-Laplacian regularization[J]. Applied Soft Computing, 2021, 111, 107724.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Xu, Guangmei;  Zhou, Jin; et al.
Favorite | TC[WOS]:8 TC[Scopus]:12  IF:7.2/7.0 | Submit date：2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Yu, Yufeng, Zhao, Yinping, Zhou, Jin. Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, 5508319.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping; et al.
Favorite | TC[WOS]:12 TC[Scopus]:20  IF:7.5/7.6 | Submit date：2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
Xu,Guangmei, Zhou,Jin, Dong,Jiwen, Chen,C. L.Philip, Zhang,Tong, Chen,Long, Han,Shiyuan, Wang,Lin, Chen,Yuehui. Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(12), 2793-2806.
Authors:  Xu,Guangmei;  Zhou,Jin;  Dong,Jiwen;  Chen,C. L.Philip;  Zhang,Tong; et al.
Favorite | TC[WOS]:10 TC[Scopus]:16  IF:3.1/3.6 | Submit date：2021/03/09
Color Image Segmentation  Fuzzy Clustering  Multi-channel Guided Filter  Multivariate Morphological Reconstruction  
Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes Conference paper
Liu, Zhulin, Philip Chen, C. L., Zhang, Tong, Zhou, Jin. Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 193-197.
Authors:  Liu, Zhulin;  Philip Chen, C. L.;  Zhang, Tong;  Zhou, Jin
Favorite | TC[WOS]:8 TC[Scopus]:8 | Submit date：2022/05/17
Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights Journal article
Wang, Yingxu, Dong, Jiwen, Zhou, Jin, Xu, Guangmei, Chen, Yuehui. Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights[J]. International Journal of Fuzzy Systems, 2019, 21(7), 2132-2146.
Authors:  Wang, Yingxu;  Dong, Jiwen;  Zhou, Jin;  Xu, Guangmei;  Chen, Yuehui
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:3.6/3.4 | Submit date：2022/05/17
All Feature Weights  Multiple Kernel Clustering  Random Feature Map  
Clustering based Image Segmentation via Weighted Fusion of Non-local and Local Information Conference paper
Guo，Li, Chen，Long, Philip Chen，C. L., Li，Tianjun, Zhou，Jin. Clustering based Image Segmentation via Weighted Fusion of Non-local and Local Information[C], 2018, 299-303.
Authors:  Guo，Li;  Chen，Long;  Philip Chen，C. L.;  Li，Tianjun;  Zhou，Jin
Favorite | TC[Scopus]:1 | Submit date：2021/03/09
automatically balance  image segmentation  K-means  non-local information