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Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
Robust deep fuzzy K-means clustering for image data Journal article
Wu, Xiaoling, Yu, Yu Feng, Chen, Long, Ding, Weiping, Wang, Yingxu. Robust deep fuzzy K-means clustering for image data[J]. Pattern Recognition, 2024, 153, 110504.
Authors:  Wu, Xiaoling;  Yu, Yu Feng;  Chen, Long;  Ding, Weiping;  Wang, Yingxu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Deep Convolutional Autoencoder  Laplacian Regularization  Locality Preserving  Unsupervised Image Clustering  
IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation Conference paper
Zhang, Chuanbin, Chen, Long, Tian, Yifei, Shi, Zhaoyin, Wang, Yingxu. Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 85-90.
Authors:  Zhang, Chuanbin;  Chen, Long;  Tian, Yifei;  Shi, Zhaoyin;  Wang, Yingxu
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Fuzzy Clustering  Image Segmentation  Random Feature Map  Super-pixel  
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]:3  IF:7.5/7.6 | Submit date：2023/08/03
Kernel Ridge Regression  Locality Preserving  Low-rank Learning  Random Feature Space  
Cooperative linear regression model for image set classification Journal article
Yu,Yu Feng, Wang,Xian Liang, Chen,Long, Wang,Yingxu, Xu,Guoxia. Cooperative linear regression model for image set classification[J]. Expert Systems with Applications, 2023, 230, 120558.
Authors:  Yu,Yu Feng;  Wang,Xian Liang;  Chen,Long;  Wang,Yingxu;  Xu,Guoxia
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2023/08/03
Affine Hull Model  Cooperative Operator  Image Set Classification  
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]:15 TC[Scopus]:17  IF:0/0 | Submit date：2023/08/03
Ensemble P-laplacian  Multi-manifold Regularization  Pairwise Constraints  Semi-supervised Fuzzy Clustering  
Subspace-based minority oversampling for imbalance classification Journal article
Li, Tianjun, Wang, Yingxu, Liu, Licheng, Chen, Long, Chen, C. L.Philip. Subspace-based minority oversampling for imbalance classification[J]. Information Sciences, 2023, 621, 371-388.
Authors:  Li, Tianjun;  Wang, Yingxu;  Liu, Licheng;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[WOS]:16 TC[Scopus]:20  IF:0/0 | Submit date：2023/05/02
Class Imbalance  Low-rank Representation  Matrix Completion  Minority Over-sampling  
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement Journal article
Zhong,Guojin, Ding,Weiping, Chen,Long, Wang,Yingxu, Yu,Yu Feng. Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(4), 1113-1125.
Authors:  Zhong,Guojin;  Ding,Weiping;  Chen,Long;  Wang,Yingxu;  Yu,Yu Feng
Favorite | TC[WOS]:13 TC[Scopus]:17  IF:5.3/5.7 | Submit date：2023/08/03
Gan  Medical Image Enhancement  Attention  Multi-scale  Deep Semantic Feature  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors